drowsiness

Drowsiness and sleepiness at the wheel: the subjective and physiological tired state while driving — heavy eyelids, yawning, head-nodding, rising Karolinska/KSS sleepiness. The drowsy STATE itself, distinct from its cause (sleep_deprivation), its discrete events (microsleep), and attentional vigilance decrement (vigilance).

1605 paper(s) · ranked by relevance to this topic

1. Feeling sleepy? stop driving—awareness of fall asleep crashes · 2023 · Anderson, Clare et al. · archived
2. Driver impairment at night and its relation to physiological sleepiness ↗ · 2008 · Anund, Anna et al. · indexed
3. Diagnostic tools for identifying sleepy drivers in the field. · 2013 · Rizzo, Matthew et al. · archived
4. Analyzing Driver Drowsiness: From Causes to Effects · 2020 · Soares, Sónia et al. · archived
5. Subjective awareness of sleepiness while driving in younger and older adults · 2023 · Cai, Anna W.T. et al. · archived
6. P017 Am I sleepy? – Subjective Sleepiness and Drowsy Driving: A systematic review and meta-analysis ↗ · 2021 · Cai, A et al. · indexed
7. I think I'm sleepy, therefore I am – Awareness of sleepiness while driving: A systematic review ↗ · 2021 · Cai, Anna W.T. et al. · indexed
8. Monitoring driver drowsiness in partially automated vehicles: Added value from combining postural and physiological indicators · 2024 · Perrotte, Gaëtan et al. · archived
9. An Assessment of Driver Drowsiness, Distraction, and Performance in a Naturalistic Setting · 2011 · Barr, Lawrence et al. · archived
10. Prolonged Eyelid Closure Episodes during Sleep Deprivation in Professional Drivers · 2016 · Alvaro, Pasquale K. et al. · archived
11. Driver performance in the moments surrounding a microsleep · 2008 · Boyle, LN et al. · archived
12. Vehicle-Based Drowsy Driver Detection: Current Status And Future Prospects · 1994 · NHTSA · archived
13. Drowsiness and Decision Making During Long Drives: A Driving Simulation Study · 2023 · AAA Foundation for Traffic Safety · archived
14. Detection of Driver Fatigue Caused by Sleep Deprivation · 2009 · Yang, Ji Hyun et al. · archived
15. Drowsiness measures for commercial motor vehicle operations ↗ · 2019 · Sparrow, Amy R. et al. · indexed
16. Development of sleepiness in professional truck drivers: Real‐road testing for driver drowsiness and attention warning (<scp>DDAW</scp>) system evaluation · 2024 · Ahlström, Christer et al. · archived
17. Vehicle-Based Drowsy Driver Detection: Current Status and Future Prospects · 1994 · Knipling, Ronald R. et al. · archived
18. SUBJECTIVE AND INDIRECT METHODS TO OBSERVE DRIVER’S DROWSINESS AND ALERTNESS: AN OVERVIEW · 2016 · Khamis, Nor Kamaliana et al. · archived
19. Drowsiness Detection and Warning in Manual and Automated Driving ↗ · 2018 · Kundinger, Thomas et al. · indexed
20. 0151 Karolinska Sleepiness Scale Pilot Correlation with Psycho-Vigilance Test and Driving Response Failures - in a “Sleepy” Healthy Youth ↗ · 2018 · Freire, A X et al. · indexed
21. The Effects of Driving Situation on Sleepiness Indicators after Sleep Loss: A Driving Simulator Study · 2009 · ANUND, Anna et al. · archived
22. Leading Indicators of Drowsiness in Simulated Driving ↗ · 2005 · Kozak, Ksenia et al. · indexed
23. Subjective sleepiness, simulated driving performance and blink duration: examining individual differences ↗ · 2006 · Ingre, Michael et al. · indexed
24. Convergent validity of video-based observer rating of drowsiness, against subjective, behavioral, and physiological measures · 2023 · Uchiyama, Yuji et al. · archived
25. Behavioural Reactivation and Subjective Assessment of the State of Vigilance—Application to Simulated Car Driving ↗ · 2006 · Bonnefond, Anne et al. · indexed
26. Assessing Drivers’ Vigilance State During Monotonous Driving · 2007 · Schmidt, Eike A et al. · archived
27. Guardian of Awake Journeys: A Real-Time Drowsiness Monitoring System for Automotive Drivers ↗ · 2025 · Babu, S. Dilli et al. · indexed
28. 0193 Sleepiness and Slow Rolling Eye Movements are Increased During Autonomous Versus Manual Driving ↗ · 2019 · Wong, Lily R et al. · indexed
29. Drowsiness Detection and Alarming System · 2025 · Girijannavar, Laxmi R et al. · archived
30. The detection of drowsiness using a driver monitoring system ↗ · 2019 · Schwarz, Chris et al. · indexed
31. Drowsy Driving and Automobile Crashes · 1998 · NHTSA · archived
32. Drowsy Driving and Automobile Crashes: Report and Recommendations. · 2013 · NHTSA · archived
33. Predicting drowsiness-related driving events: a review of recent research methods and future opportunities ↗ · 2016 · Lenné, Michael G. et al. · indexed
34. Drivers’ misjudgement of vigilance state during prolonged monotonous daytime driving ↗ · 2009 · Schmidt, Eike A. et al. · indexed
35. Examining signs of driver sleepiness, usage of sleepiness countermeasures and the associations with sleepy driving behaviours and individual factors · 2015 · Watling, Christopher N. et al. · archived
36. Effects of partially automated driving on the development of driver sleepiness · 2021 · Ahlström, Christer et al. · archived
37. Drowsiness in Conditional Automation: Proneness, diagnosis and driving performance effects ↗ · 2016 · Gonçalves, Joel et al. · indexed
38. On the concept and measurement of driver drowsiness, fatigue and inattention: implications for countermeasures ↗ · 2006 · Gimeno, Pilar Tejero et al. · indexed
39. An Investigation of Drowsy Lane Departures from Driving Simulator Studies ↗ · 2026 · Schwarz, Chris et al. · indexed
40. The severity of driver fatigue in terms of line crossing: a pilot study comparing day- and night time driving in simulator · 2017 · Anund, Anna et al. · archived
41. Gazing as actual parameter for drowsiness assessment in driving simulators · 2019 · Rumagit, Arthur M. et al. · archived
42. Behavioral Indicators of Drowsy Driving: Active Search Mirror Checks · 2022 · Meyer, Jason E. et al. · archived
43. Detecting Driver Sleepiness From Physiological Indicators Using a CNN-LSTM Self-Attention Model ↗ · 2026 · Jiao, Yingying et al. · indexed
44. Simulator performance, microsleep episodes, and subjective sleepiness: normative data using convergent methodologies to assess driver drowsiness ↗ · 2006 · Moller, Henry J. et al. · indexed
45. Drowsiness monitoring based on driver and driving data fusion · 2011 · Daza, Iván García et al. · archived
46. Analysis of Driver Drowsiness Detection using EEG and EOG · 2018 · K Firke, Omprakash et al. · archived
47. In-Vehicle Drowsy Driving Detection and Alerting [Traffic Tech] · 2023 · Blenner, Jordan A · archived
48. A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability · 2017 · Awais, Muhammad et al. · archived
49. Driver State Classification: Identifying High Cognitive Load and Drowsiness Through Driver Performance · 2026 · Ayas, Suzan et al. · archived
50. Final report on the portable computerized assessments of sleepy drivers in operational environments. · 2011 · Rizzo, Matthew et al. · archived
51. Reaction of sleepiness indicators to partial sleep deprivation, time of day and time on task in a driving simulator - the DROWSI project ↗ · 2009 · Åkerstedt, Torbjörn et al. · indexed
52. Driving drowsiness detection using fusion of electroencephalography, electrooculography, and driving quality signals ↗ · 2016 · Mikaeili, Mohammad et al. · indexed
53. Real driving at night – Predicting lane departures from physiological and subjective sleepiness ↗ · 2014 · Hallvig, David et al. · indexed
54. Driver drowsiness in automated and manual driving ↗ · 2020 · Kundinger, Thomas et al. · indexed
55. O078 A Comparison of Subjective Sleepiness and Subjective driving Performance between People Vulnerable Versus Resistant to Driving Impairment following Extended Wakefulness. ↗ · 2023 · Nguyen, K et al. · indexed
56. Task effects on fatigue symptoms in overnight driving ↗ · 1999 · SUMMALA, HEIKKI et al. · indexed
57. Validity Analysis of Vehicle and Physiological Data for Detecting Driver Drowsiness, Distraction, and Workload ↗ · 2015 · Yang, Ji Hyun et al. · indexed
58. 0168 Subjective and Objective Markers of Sleepiness in Drivers ↗ · 2022 · Thieux, Marine et al. · indexed
59. SUBJECTIVE METHODS FOR ASSESSMENT OF DRIVER DROWSINESS ↗ · 2017 · Mashko, Alina · indexed
60. Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents ↗ · 2007 · Papadelis, Christos et al. · indexed
61. Controlled inducement and measurement of drowsiness in a driving simulator ↗ · 2010 · De Rosario, H. et al. · indexed
62. Driver Drowsiness Immediately before Crashes – A Comparative Investigation of EEG Pattern Recognition · 2013 · Golz, M et al. · archived
63. The utility of automated measures of ocular metrics for detecting driver drowsiness during extended wakefulness ↗ · 2016 · Jackson, Melinda L. et al. · indexed
64. Advanced Driver Fatigue Research · 2008 · NHTSA · archived
65. Sleep‐related eye symptoms and their potential for identifying driver sleepiness ↗ · 2014 · Filtness, Ashleigh J. et al. · indexed
66. Validation of Vigilance Decline Capability in A Simulated Test Environment: A Preliminary Step Towards Neuroadaptive Control · 2024 · Mahu, Andra et al. · archived
67. Driver Drowsiness Detection Using Subsidiary Task and Driving Performance Measures ↗ · 1986 · Hardee, H. Lenora et al. · indexed
68. Psychophysiological Changes Associated With Self-Regulation of Sleepiness and Cessation From a Hazard Perception Task ↗ · 2016 · Watling, Christopher N. et al. · indexed
69. Understanding the Correlation Between Boredom Proneness Induced Sleepiness and Microsleep Events Among Drivers ↗ · 2025 · Mauladea, Faiza et al. · indexed
70. Eyelid-based driver state classification under simulated and real driving conditions ↗ · 2014 · Ebrahim, Parisa et al. · indexed
71. The impact of driver sleepiness on fixation‐related brain potentials · 2019 · Ahlström, Christer et al. · archived
72. Awareness of sleepiness when driving ↗ · 2003 · Horne, James A. et al. · indexed
73. Drowsy Driver Detection Using Discriminant Analysis ↗ · 1986 · Skipper, Julie H. et al. · indexed
74. Evaluating Driver Drowsiness Countermeasures · 2017 · Gaspar, John G et al. · archived
75. Preliminary investigation of sleep-related driving fatigue experiment in Indonesia · 2018 · Sanjaya, Kadek Heri et al. · archived
76. Drowsiness Monitoring By Steering And Lane Data Based Features Under Real Driving Conditions · 2010 · Friedrichs, Fabian · archived
77. The Characteristics of Sleepiness During Real Driving at Night—A Study of Driving Performance, Physiology and Subjective Experience ↗ · 2011 · Sandberg, David et al. · indexed
78. Steering Entropy Changes as a Function of Microsleeps · 2005 · Paul, Amit et al. · archived
79. The Effect of Partial Sleep Deprivation and Time-on-Task on Young Drivers’ Subjective and Objective Sleepiness ↗ · 2023 · Cellini, Nicola et al. · indexed
80. Driving performance impairments due to hypovigilance on monotonous roads · 2011 · Larue, Grégoire S. et al. · archived
81. Research On Vehicle-Based Driver Status/Performance Monitoring; Development, Validation, And Refinement Of Algorithms For Detection Of Driver Drowsiness, Final Report · 1994 · NHTSA · archived
82. Observer Rated Sleepiness and Real Road Driving: An Explorative Study ↗ · 2013 · Anund, Anna et al. · indexed
83. Quantifying Drowsy Driving [Traffic Safety Facts Research Note] · 2020 · NHTSA · archived
84. Excessive Daytime Sleepiness and Commercial Motor Vehicle Driver Safety · 2009 · Tregear, Michelle L. et al. · archived
85. Sensor Applications and Physiological Features in Drivers’ Drowsiness Detection: A Review ↗ · 2018 · Chowdhury, Anuva et al. · indexed
86. Technology to Detect Driver Sleepiness ↗ · 2019 · Penzel, Thomas et al. · indexed
87. Indicators of Sleepiness in an ambulatory EEG study of night driving ↗ · 2006 · Papadelis, Christos et al. · indexed
88. Asleep at the Wheel–the Road to Addressing Drowsy Driving · 2017 · Higgins, J. Stephen et al. · archived
89. In-vehicle Drowsy Driving Detection and Alerting · 2023 · Gaspar, John G et al. · archived
90. Commercial Motor Vehicle Driver Fatigue And Alertness Study: Technical Summary · 1996 · Wylie, CD. et al. · archived
91. Self-reported Drowsiness and Safety Outcomes While Driving After an Extended Duration Work Shift in Trainee Physicians · 2017 · Anderson, Clare et al. · archived
92. Detecting Driver Sleepiness Using Consumer Wearable Devices in Manual and Partial Automated Real-Road Driving · 2022 · Lu, Ke et al. · archived
93. Awareness of sleepiness: Temporal dynamics of subjective and objective sleepiness ↗ · 2021 · Manousakis, Jessica E. et al. · indexed
94. Objective and subjective measures of sleepiness, and their associations with on‐road driving events in shift workers ↗ · 2012 · Ftouni, Suzanne et al. · indexed
95. Countermeasures to Reduce Drowsy Driving: Results of a Literature Review and Discussions with Experts · 2022 · AAA Foundation for Traffic Safety · archived
96. 0603 Divided Attention Steering Simulator Compared to Other Daytime Sleepiness Tests in Sleep Apnea ↗ · 2020 · Penzel, T et al. · indexed
97. Slow eyelid closure as a measure of driver drowsiness and its relationship to performance ↗ · 2015 · Jackson, Melinda L. et al. · indexed
98. Development and Assessment of a Driver Drowsiness Monitoring System · 2012 · NHTSA · archived
99. Survey and Synthesis of State of the Art in Driver Monitoring · 2021 · Halin, Anaïs et al. · archived
100. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
101. Overview of research on driver drowsiness definition and driver drowsiness detection ↗ · 1995 · Wierwille, Walter W. · indexed
102. Drowsiness assessment using electroencephalogram in driving simulator environment ↗ · 2015 · Akbar, Izzat Aulia et al. · indexed
103. A brief assessment of eye blink drowsiness immediately prior to or following driving detects drowsiness related driving impairment ↗ · 2022 · Cori, Jennifer M. et al. · indexed
104. Driving and tiredness: Results of the behaviour observation of a simulator study with special focus on automated driving ↗ · 2020 · Kaufmann, Clemens et al. · indexed
105. Assessment of a drowsy driver warning system for heavy-vehicle drivers : final report · 2009 · Blanco, Myra et al. · archived
106. Early Detection of Driver Drowsiness Utilizing Machine Learning based on Physiological Signals, Behavioral Measures, and Driving Performance ↗ · 2018 · Gwak, Jongseong et al. · indexed
107. Analysis of Subjective Sleepiness Considering the Influences of Driving Workload, Duration between Stations, and Driving Duration in Railway Driving · 2025 · Suzuki, Daisuke et al. · archived
108. Vehicle-based drowsy driver detection: Current status and future prospects ↗ · 2013 · Knipling, R R et al. · indexed
109. 0019 Drowsy Driving in a Community Sample: Associations with Sleep Duration, Insomnia Severity, Daytime Sleepiness, and Fatigue ↗ · 2022 · Hamze, Mohi et al. · indexed
110. Driver Fatigue: Is Something Missing? ↗ · 2003 · Brill, J Christopher et al. · indexed
111. Trends and Future Prospects of the Drowsiness Detection and Estimation Technology · 2021 · Arakawa, Toshiya · archived
112. Eye-Blink Parameters Detect On-Road Track-Driving Impairment Following Severe Sleep Deprivation ↗ · 2019 · Soleimanloo, Shamsi Shekari et al. · indexed
113. A comparative study on the effects of mind-wandering, distraction, and fatigue on driving performance and physiological responses ↗ · 2026 · Chen, Jingrui et al. · indexed
114. A Measure of Strong Driver Fatigue ↗ · 2009 · Sommer, David et al. · indexed
115. Effects of daylight and darkness at daytime versus nighttime on driver sleepiness: A driving simulator study · 2024 · Meyerson, Amanda et al. · archived
116. Psychophysiology of Monotonous Driving, Fatigue and Sleepiness in Train and Non-Professional Drivers: Driver Safety Implications ↗ · 2023 · Lees, Ty et al. · indexed
117. The effect of daylight versus darkness on driver sleepiness: a driving simulator study ↗ · 2018 · Ahlström, Christer et al. · indexed
118. Subjective Perception of Sleepiness in a Driving Simulator is Different from Perception in the Maintenance of Wakefulness Test (P5.291) ↗ · 2014 · Schreier, David et al. · indexed
119. Driving Vigilance Simulator Test · 1990 · Haraldsson, Per‐Olle et al. · archived
120. Driving Fatigue Onset and Visual Attention: An Electroencephalography-Driven Analysis of Ocular Behavior in a Driving Simulation Task · 2024 · Giorgi, Andrea et al. · archived
121. Sequence Analysis of Monitored Drowsy Driving ↗ · 2023 · Schwarz, Chris et al. · indexed
122. A comparison of driver sleepiness in the simulator and on the real road ↗ · 2016 · Fors, Carina et al. · indexed
123. Driver Drowsiness Detection Considering Individual Specifics: A Simulator Study ↗ · 2020 · Li, Shiwu et al. · indexed
124. Fatigue Among Indonesian Commercial Vehicle Drivers: A Study Examining Changes in Subjective Responses and Ocular Indicators · 2023 · Zainy, Muhammad Lutfi Shadiq et al. · archived
125. Driver Drowsiness Detection using Machine Learning ↗ · 2022 · Nirwan, Himnish · indexed
126. Classification of driver fatigue in conditionally automated driving using physiological signals and machine learning ↗ · 2024 · Meteier, Quentin et al. · indexed
127. Having to stop driving at night because of dangerous sleepiness – awareness, physiology and behaviour ↗ · 2013 · Åkerstedt, TorbjÖrn et al. · indexed
128. Variability of Driving Performance During Microsleeps ↗ · 2005 · Paul, Amit et al. · indexed
129. Research of Drowsiness in Driving Based on EEG ↗ · 2010 · Jiang, Derong et al. · indexed
130. Electroencephalogram-Based Approaches for Driver Drowsiness Detection and Management: A Review ↗ · 2022 · Li, Gang et al. · indexed
131. Drowsiness Prevention System in Automatic Driving -- Effects of Light Position on Comfortable and Unconscious Wakefulness During Driving · 2023 · Zhang, Han et al. · archived
132. Effects of acute or cumulative 8-hour sleep loss on simulated driving in a naturalistic, monotonous night-time setting: a randomized, controlled, crossover trial · 2026 · Lakämper, Stefan et al. · archived
133. Development of a Physiological Measuring System for the Evaluation of Drowsiness during Driving Vehicle ↗ · 2001 · NISHIO, Yasuyuki et al. · indexed
134. On-demand driver vigilance enhancement without explicit drowsiness detection—Further analysis of the pilot study results ↗ · 2017 · Van Auken, R. Michael et al. · indexed
135. Simulator Performance vs. Neurophysiologic Monitoring: Which is More Relevant to Assess Driving Impairment? ↗ · 2005 · Moller, Henry J et al. · indexed
136. Excessive daytime sleepiness and driving: regulations for road safety ↗ · 2004 · Carter, Tim et al. · indexed
137. The Origins of Passive, Active, and Sleep-Related Fatigue · 2021 · Chong, Steven D. et al. · archived
138. Monitoring Driver Drowsiness and Stress in a Driving Simulator ↗ · 2001 · Rimini-Doering, Maria et al. · indexed
139. Driver Drowsiness Detection with Commercial EEG Headsets · 2023 · Delrobaei, Mehdi et al. · archived
140. Driver Drowsiness Detection System · 2026 · Kushwaha, Abhishek · archived
141. Vehicle control and drowsiness ↗ · 2002 · Kircher, Albert et al. · indexed
142. A study of classification of the level of sleepiness for the drowsy driving prevention ↗ · 2007 · Byung-Chan Chang et al. · indexed
143. Why Do People Have Drowsy Driving Crashes? Input from Drivers Who Just Did · 1999 · Stutts, Jane C. et al. · archived
144. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Final report] · 2009 · Barr, Lawrence et al. · archived
145. Effects of Partial and Total Sleep Deprivation on Driving Performance · 1995 · Peters, Robert D. et al. · archived
146. Driver Drowsiness Detection with Commercial EEG Headsets · 2022 · Rezaee, Qazal et al. · archived
147. Countermeasures That Work – Drowsy Driving [Traffic Tech] · 2021 · NHTSA · archived
148. Drowsiness Mitigation Through Driver State Monitoring Systems: A Scoping Review ↗ · 2024 · Ayas, Suzan et al. · indexed
149. Preliminary on Human Driver Behavior: A Review ↗ · 2020 · Yan, Xiao et al. · indexed
150. Why Do People Have Drowsy Driving Crashes? Input From Drivers Who Just Did · 1999 · Vaughn, Bradley V. et al. · archived
151. The EEG correlates and dangerous behavioral consequences of drowsy driving after a single night of mild sleep deprivation ↗ · 2022 · Gibbings, A. et al. · indexed
152. Enhancing the Vigilance of Car Drivers:a Review on Fatigue Caused by the Driving Task and Possible Countermeasures · 2020 · van Veen, Sigrid et al. · archived
153. Prevalence of Self-Reported Drowsy Driving, United States: 2015 · 2015 · AAA Foundation for Traffic Safety · archived
154. Sleepy driving on the real road and in the simulator—A comparison ↗ · 2012 · Hallvig, David et al. · indexed
155. Driver drowsiness detection based on non-intrusive metrics considering individual specifics ↗ · 2016 · Wang, Xuesong et al. · indexed
156. Can variations in visual behavior measures be good predictors of driver sleepiness? A real driving test study ↗ · 2017 · Wang, Yonggang et al. · indexed
157. Potential for driver attention monitoring system development · 1985 · Bishop, H. et al. · archived
158. A simulator based study to evaluate driver drowsiness using electroencephalogram ↗ · 2014 · Awais, Muhammad et al. · indexed
159. Tests of a New Drowsiness Characterization and Monitoring System Based on Ocular Parameters ↗ · 2016 · François, Clémentine et al. · indexed
160. Use of Subjective and Physiological Indicators of Sleepiness to Predict Performance during a Vigilance Task ↗ · 2007 · KAIDA, Kosuke et al. · indexed
161. 0286 Schedule Characteristics of Heavy Vehicle Drivers are Associated with Eye-Blink Indicators of Real-Time Drowsiness on the Road ↗ · 2020 · Shekari Soleimanloo, S et al. · indexed
162. An on-road examination of daytime and evening driving on rural roads: physiological, subjective, eye gaze, and driving performance outcomes ↗ · 2022 · Watling, Christopher N. et al. · indexed
163. Identifying the Causes of Drivers’ Hazardous States Using Driver Characteristics, Vehicle Kinematics, and Physiological Measurements · 2018 · Darzi, Ali et al. · archived
164. Eye-Activity Measures of Fatigue and Napping as a Fatigue Countermeasure: Tech Brief · 1999 · NHTSA · archived
165. PERCLOS-based technologies for detecting drowsiness: current evidence and future directions ↗ · 2023 · Abe, Takashi · indexed
166. Stationary gaze entropy predicts lane departure events in sleep-deprived drivers · 2018 · Shiferaw, Brook et al. · archived
167. Effect of driving duration and partial sleep deprivation on subsequent alertness and performance of car drivers ↗ · 2005 · Otmani, Sarah et al. · indexed
168. Time-Resolved In-Vehicle Drowsiness Monitoring Using Multimodal Electrophysiological Data ↗ · 2019 · Bernarding, Corinna et al. · indexed
169. Driver sleepiness detection with deep neural networks using electrophysiological data ↗ · 2021 · Hultman, Martin et al. · indexed
170. A feasability study of drowsiness detection using driving behaviour parameters ↗ · 2012 · Bartra, A. et al. · indexed
171. Changing Behaviors to Prevent Drowsy Driving and Promote Traffic Safety: Review of Proven, Promising, and Unproven Techniques · 1998 · Nguyen, Lan T. et al. · archived
172. Predicting driver drowsiness using vehicle measures: Recent insights and future challenges ↗ · 2009 · Liu, Charles C. et al. · indexed
173. Effects of Driver Drowsiness on Driving Performance in the Context of Partial Driving Automation Requiring Hands-on-Wheel ↗ · 2020 · Saito, Yuichi et al. · indexed
174. Prevalence of Drowsy Driving Crashes: Estimates from a Large-Scale Naturalistic Driving Study · 2018 · AAA Foundation for Traffic Safety · archived
175. Uppiggande effekter av sömnskattningar: Hur påverkar det GSR och förarövervakning? · 2026 · Ahlström, Christer et al. · archived
176. PERCLOS: A Valid Psychophysiological Measure of Alertness As Assessed by Psychomotor Vigilance · 1998 · NHTSA · archived
177. Analysis of Naturalistic Driving Data to Assess Distraction and Drowsiness in Drivers of Commercial Motor Vehicles [Research Brief] · 2021 · NHTSA · archived
178. Detecting sleep in drivers during highly automated driving: the potential of physiological parameters ↗ · 2019 · Wörle, Johanna et al. · indexed
179. The Effect of Different Drowsiness Levels on Driving Suitability Test Results ↗ · 2018 · Liu, Tong et al. · indexed
180. Automatic driver sleepiness detection using EEG, EOG and contextual information ↗ · 2019 · Barua, Shaibal et al. · indexed
181. Sleepiness in professional drivers: Effect of age and time of day ↗ · 2005 · Otmani, Sarah et al. · indexed
182. Detecting driver sleepiness from EEG alpha wave during daytime driving ↗ · 2017 · Jiao, Yingying et al. · indexed
183. Evaluation of driver drowsiness based on respiratory metrics ↗ · 2024 · Khanehshenas, Farin et al. · indexed
184. Drowsy drivers’ under-performance in lateral control: How much is too much? Using an integrated measure of lateral control to quantify safe lateral driving ↗ · 2015 · van Loon, Roald J. et al. · indexed
185. Preliminary analysis of full-scale driving simulator data for unmasked sleepiness detection ↗ · 2014 · Yang, Ji Hyun et al. · indexed
186. Crashes &amp; Fatalities Related To Driver Drowsiness/Fatigue · 1994 · NHTSA · archived
187. Drowsiness and Driving: Preliminary Report of a Population Survey ↗ · 1973 · Tilley, D. H. et al. · indexed
188. Driving simulator experiments to study drowsiness: A systematic review ↗ · 2020 · Soares, Sónia et al. · indexed
189. Technical Study of Microsleep Operations as Follow-up to Drowsiness-Related Accidents on the Terbanggi Besar - Pematang Panggang - Kayuagung Toll Road ↗ · 2025 · Siregar, Deo et al. · indexed
190. Time Delay Analysis of Vehicle Handling Variables for Near-Crash Detection of Drowsy Driving Using a Bus Driving Simulator ↗ · 2018 · Ashouri, Mohammad Reza et al. · indexed
191. A Survey on State-of-the-Art Drowsiness Detection Techniques · 2019 · Ramzan, Muhammad et al. · archived
192. A Survey on Fatigue and Drowsiness Detection Techniques in Driving ↗ · 2021 · Rather, Adil Ahmad et al. · indexed
193. Utilization of a combined EEG/NIRS system to predict driver drowsiness · 2017 · Nguyen, Thien et al. · archived
194. Driver drowsiness and behavior detection in prolonged conditionally automated drives ↗ · 2016 · Schmidt, Jurgen et al. · indexed
195. Subjective sleepiness is a sensitive indicator of insufficient sleep and impaired waking function ↗ · 2014 · Åkerstedt, Torbjörn et al. · indexed
196. Underload on the Road: Measuring Vigilance Decrements During Partially Automated Driving · 2021 · McWilliams, Thomas et al. · archived
197. A critical review of the psychophysiology of driver fatigue ↗ · 2001 · Lal S et al. · indexed
198. Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? ↗ · 2008 · Schleicher, Robert et al. · indexed
199. Effects of Partial and Total Sleep Deprivation On Driving Performance · 1999 · Peters, Robert D. et al. · archived
200. Reduction Effect of Traffic Accidents by Function of Drowsiness Detection ↗ · 2016 · Miyaji, Masahiro · indexed
201. Prediction of drowsiness events in night shift workers during morning driving ↗ · 2017 · Liang, Yulan et al. · indexed
202. Sleepiness and Driving: Multidimensional Legal, Social, Technological, and Biological Challenges ↗ · 2016 · Thomas, Robert Joseph · indexed
203. Eye Indicators and Driving Fatigue Research Based on Driving Simulator ↗ · 2014 · Li, Feihu et al. · indexed
204. Altering temporal dynamics of sleepiness and mood during sleep deprivation: evidence from resting-state EEG microstates · 2024 · bai, duo et al. · archived
205. The Prevalence and Impact of Drowsy Driving · 2010 · AAA Foundation for Traffic Safety · archived
206. Relation between time to falling asleep behind the wheel on a closed track and changes in subsidiary reaction time during prolonged driving on a motorway ↗ · 1986 · Lisper, Hans–Olof et al. · indexed
207. Drowsy Driving Among Older Adults: A Literature Review · 2010 · Zanier, Nicole et al. · archived
208. Using driver's head movements evolution as a drowsiness indicator ↗ · 2004 · Popieul, Jean‐Christophe et al. · indexed
209. Microsleep episodes in the borderland between wakefulness and sleep · 2019 · Hertig-Godeschalk, Anneke et al. · archived
210. The Long Road Home: Driving Performance and Ocular Measurements of Drowsiness Following Night Shift-Work · 2013 · Horrey, William J. et al. · archived
211. 2012 Traffic Safety Culture Index: Motorists Admit to Driving Drowsy · 2012 · AAA Foundation for Traffic Safety · archived
212. Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices ↗ · 2014 · Maglione, A. et al. · indexed
213. Age-Related Effect of Sleepiness on Driving Performance: A Systematic-Review ↗ · 2021 · Scarpelli, Serena et al. · indexed
214. Spectral Analysis of EEG During Microsleep Events Annotated via Driver Monitoring System to Characterize Drowsiness ↗ · 2020 · Wang, Chunwu et al. · indexed
215. Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study ↗ · 2025 · Wang, Jiyao et al. · indexed
216. A pre-drive ocular assessment predicts alertness and driving impairment: A naturalistic driving study in shift workers ↗ · 2019 · Mulhall, Megan D. et al. · indexed
217. SLEEP DEPRIVATION EFFECTS ON COMPONENTS OF DRIVING BEHAVIOR ↗ · 1958 · Forbes, T. W. et al. · indexed
218. EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications ↗ · 2022 · Di Flumeri, Gianluca et al. · indexed
219. Detection and Prediction of Driver Drowsiness for the Prevention of Road Accidents Using Deep Neural Networks Techniques ↗ · 2021 · Nasri, Ismail et al. · indexed
220. Exploring differences between self-report and electrophysiological indices of drowsy driving: A usability examination of a personal brain-computer interface device ↗ · 2020 · Dunbar, Jerone et al. · indexed
221. Drowsiness and driving performance on commuter trips ↗ · 2018 · Caponecchia, Carlo et al. · indexed
222. A drowsy driver detection system for heavy vehicles ↗ · 2002 · Grace, Richard et al. · indexed
223. The Influence of Sleep Quality, Vigilance, and Sleepiness on Driving-Related Cognitive Abilities: A Comparison between Young and Older Adults · 2020 · Bartolacci, Chiara et al. · archived
224. Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving ↗ · 2021 · Flynn-Evans, Erin E. et al. · indexed
225. Multi-sensor driver monitoring for drowsiness prediction ↗ · 2023 · Schwarz, Chris et al. · indexed
226. The on-road experiences and awareness of sleepiness in a sample of Australian highway drivers: A roadside driver sleepiness study ↗ · 2015 · Watling, Christopher N. et al. · indexed
227. How to Prevent Drivers before Their Sleepiness Using Deep Learning-Based Approach ↗ · 2023 · Akrout, Belhassen et al. · indexed
228. Estimation of driver sleepiness based on EEG analysis ↗ · 2012 · Golz, M. et al. · indexed
229. Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation ↗ · 2023 · Perkins, Emma et al. · indexed
230. Literature Review on Driver’s Drowsiness and Fatigue Detection ↗ · 2020 · Laouz, Hamed et al. · indexed
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235. Variations of the level of vigilance and of behavioural activities during simulated automobile driving ↗ · 2001 · Rogé, Joceline et al. · indexed
236. Classifying Features of Electroencephalography Signal to Detect Driver Drowsiness in the Early Drowsy Stage · 2022 · Houshmand, Sara et al. · archived
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238. Driving in States of Fatigue or Stress ↗ · 2011 · Matthews, Gerald et al. · indexed
239. An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Tech Brief] · 2009 · NHTSA · archived
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246. Arousal levels modulates saccadic main sequence and stationary gaze entropy in partially sleep-deprived drivers ↗ · 2023 · Diaz-Piedra, Carolina et al. · indexed
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248. Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding ↗ · 2020 · Ghourabi, Aicha et al. · indexed
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250. Altering Temporal Dynamics of Sleepiness and Mood During Sleep Deprivation: Evidence from Resting-State EEG Microstates ↗ · 2025 · Bai, Duo et al. · indexed
251. Effectiveness of Workload-Based Drowsy Driving Countermeasures ↗ · 2019 · Rayes, Freddy et al. · indexed
252. Detecting Driver Drowsiness Based on Sensors: A Review ↗ · 2012 · Sahayadhas, Arun et al. · indexed
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255. Modelling and Detection of Driver's Fatigue using Ontology · 2022 · Lambert, Alexandre et al. · archived
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258. Eye Movement Detection for Assessing Driver Drowsiness by Electrooculography ↗ · 2013 · Ebrahim, Parisa et al. · indexed
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260. Quantitative Analysis of Eye-Tracking Data Based on Information-Theoretic Tools for Measuring Driver Drowsiness ↗ · 2024 · Zhu, Yueming et al. · indexed
261. Fatigue during Prolonged Simulated Driving: An Electroencephalogram Study · 2022 · Zuraida, Rida et al. · archived
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263. Sensitivity and specificity of the driver sleepiness detection methods using physiological signals: A systematic review ↗ · 2021 · Watling, Christopher N. et al. · indexed
264. Learning based Driver Drowsiness Detection Model ↗ · 2020 · Singh, Jagendra · indexed
265. Moderate-to-Severe OSA and Objective Drowsiness Are Associated with Driving-Related Accidents, but Not Subjective Sleepiness: A Simulator Study ↗ · 2026 · Aksoy, Erdal et al. · indexed
266. Driving drowsy also worsens driver distraction ↗ · 2013 · Anderson, Clare et al. · indexed
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270. Bringing a Vehicle to a Controlled Stop: Effectiveness of a Dual-Control Scheme for Identifying Driver Drowsiness and Preventing Lane Departures Under Partial Driving Automation Requiring Hands-on-Wheel · 2022 · Saito, Yuichi et al. · archived
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276. Modeling behavioral indicators for driver drowsiness detection: a simulator-based study ↗ · 2026 · Azaddel, Rahele et al. · indexed
277. Non-Intrusive Detection of Drowsy Driving Based on Eye Tracking Data ↗ · 2019 · Zandi, Ali Shahidi et al. · indexed
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279. Exploring the effect of driver drowsiness on takeover performance during automated driving: An updated literature review · 2025 · Pan, Hengyan et al. · archived
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281. The hazards and prevention of driving while sleepy ↗ · 2003 · MacLean, Alistair W et al. · indexed
282. Driver Drowsiness Detection System Using Image Processing ↗ · 2023 · Kumar, Rishabh et al. · indexed
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286. An analysis on driver drowsiness based on reaction time and EEG band power ↗ · 2015 · Foong, Ruyi et al. · indexed
287. Driver drowsiness estimation by fusion of lane and eye features using a multilevel evidence theory ↗ · 2013 · Li, Xuanpeng et al. · indexed
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289. Monitoring Driver's Alertness Based on the Driving Performance Estimation and the EEG Power Spectrum Analysis ↗ · 2005 · Liang, S.F. et al. · indexed
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292. The effect of prolonged conditionally automated driving on fatigue, physiological activity, and takeover performance: a driving simulator experiment ↗ · 2026 · Coyne, Rory et al. · indexed
293. Multivariate Multiscale Entropy: An Approach to Estimating Vigilance of Driver ↗ · 2020 · Ahammed, Kawser et al. · indexed
294. EEG Information Transfer Changes in Different Daily Fatigue Levels During Drowsy Driving · 2024 · Huang, Kuan-Chih et al. · archived
295. Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm ↗ · 2020 · Dreisig, Mariella et al. · indexed
296. Drowsiness Classification for Internal Driving Situation Awareness on Mobile Platform · 2021 · Nine, Julkar et al. · archived
297. Feasibility Study of Drowsy Driving Prediction based on Eye Opening Time ↗ · 2017 · Hatakeyema, Yoshiyuki · indexed
298. Driver Sleepiness Classification Based on Physiological Data and Driving Performance From Real Road Driving ↗ · 2019 · Martensson, Henrik et al. · indexed
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300. An EEG-based perceptual function integration network for application to drowsy driving · 2015 · Chuang, Chun-Hsiang et al. · archived
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303. 0635 Vigilance Observations - Learning from Nighttime Driving Behaviours ↗ · 2018 · Tse, E et al. · indexed
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306. Evaluating Drivers’ States in Sleepiness Countermeasures Experiments Using Physiological and Eye Data – Hybrid Logistic and Linear Regression Model ↗ · 2017 · Schmidt, Elisabeth et al. · indexed
307. SUBJECTIVE AND INDIRECT METHODS TO OBSERVE DRIVER’S DROWSINESS AND ALERTNESS: AN OVERVIEW ↗ · 2016 · K., NOR KAMALIANA et al. · indexed
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310. A Systematic Review on Driver Drowsiness Detection Using Eye Activity Measures ↗ · 2024 · Kolus, Ahmet · indexed
311. Subjective sleepiness and accident risk avoiding the ecological fallacy ↗ · 2006 · INGRE, MICHAEL et al. · indexed
312. Driving fingerprinting enhances drowsy driving detection: Tailoring to individual driver characteristics ↗ · 2024 · Sun, Yifan et al. · indexed
313. Simulation-Based Research on the Comprehensive Indexes for Highway Hypnosis Evaluation ↗ · 2018 · Wang, Shu-yi et al. · indexed
314. Lane keeping performances subjected to whole-body vibrations · 2018 · Azizan, Amzar et al. · archived
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316. Sensitivity of PERCLOS70 to Drowsiness Level: Effectiveness of PERCLOS70 to Prevent Crashes Caused by Drowsiness ↗ · 2022 · Murata, Atsuo et al. · indexed
317. Drowsiness Detection and Alert System Using Wearable Dry Electroencephalography for Safe Driving ↗ · 2021 · ABD GANİ, Shamsul Fakhar · indexed
318. Driver Fatigue Detection: A Survey ↗ · 2006 · Qiong Wang et al. · indexed
319. How Tired is Too Tired to Drive? A Systematic Review Assessing the Use of Prior Sleep Duration to Detect Driving Impairment · 2023 · Sprajcer, Madeline et al. · archived
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321. Assessment of driver drowsiness using electroencephalogram signals based on multiple functional brain networks ↗ · 2018 · Chen, Jichi et al. · indexed
322. Driver drowsiness detection using EEG power spectrum analysis ↗ · 2014 · Awais, Muhammad et al. · indexed
323. Study on Driving Fatigue Based on Ergonomics ↗ · 2013 · Qi, Ji Yan · indexed
324. Effects of Sleep Deprivation on Vigilance, Attention, and Performance During Simulated Train Driving ↗ · 2021 · Theresia, Clara et al. · indexed
325. Drowsiness estimation from identified driver model ↗ · 2015 · Tokutake, Hiroshi · indexed
326. Driver Vigilance State Estimation Based on Multisource Data ↗ · 2023 · Guo, Zizheng et al. · indexed
327. A Real-time Driving Drowsiness Detection Algorithm With Individual Differences Consideration ↗ · 2019 · You, Feng et al. · indexed
328. On the Physiological Measures based Driver's Drowsiness Detection ↗ · 2021 · Srivastava, Swati · indexed
329. Development of Game-Like System Using Active Behavior Input for Wakefulness-Keeping Support in Driving · 2020 · Ibe, Tatsuro et al. · archived
330. Driver Drowsiness Detection Based on Respiratory Signal Analysis ↗ · 2019 · Guede-Fernandez, Federico et al. · indexed
331. Research on Driver KSS Rating Prediction Model Based on EU 2021/1341 DDAW ↗ · 2023 · Li, Bing et al. · indexed
332. Blink Duration as an Indicator of Driver Sleepiness in Professional Bus Drivers ↗ · 1999 · Häkkänen, Helinä et al. · indexed
333. Driving drowsiness detection using spectral signatures of EEG-based neurophysiology · 2023 · Arif, Saad et al. · archived
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336. Wertheim’s hypothesis on ‘highway hypnosis’: empirical evidence from a study on motorway and conventional road driving ↗ · 2004 · Cerezuela, Gemma Pastor et al. · indexed
337. Assessing the Mental States of Fallback-Ready Drivers in Automated Driving by Electrooculography ↗ · 2019 · Wu, Yanbin et al. · indexed
338. Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG · 2018 · Fujiwara, Koichi et al. · archived
339. Multivariate Multiscale Entropy: An Approach to Estimating Vigilance of Driver · 2021 · Ahammed, Kawser et al. · archived
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341. Sleepiness and prediction of driver impairment in simulator studies using a Cox proportional hazard approach ↗ · 2010 · Vadeby, Anna et al. · indexed
342. The impact of non-driving related tasks on the development of driver sleepiness and takeover performances in prolonged automated driving ↗ · 2023 · Pan, Hengyan et al. · indexed
343. Towards better microsleep predictions in fatigued drivers: exploring benefits of personality traits and IQ ↗ · 2021 · Hidalgo-Gadea, Guillermo et al. · indexed
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347. Automatic Microsleep Detection Appoach for Car Drivers Using YOLO5 Based on Image Feature ↗ · 2025 · Anifah, Lilik et al. · indexed
348. 0186 Drowsy Driving In Student Athletes: Impact of Insomnia, Sleepiness, and Mood ↗ · 2018 · Tang, R et al. · indexed
349. Temporal Separation and Self-Rating of Alertness as Indicators of Driver Fatigue in Commercial Motor Vehicle Operators ↗ · 2004 · Belz, Steven M. et al. · indexed
350. Drowsiness Detection Using Ocular Indices from EEG Signal ↗ · 2022 · Tarafder, Sreeza et al. · indexed
351. Driver drowsiness recognition based on computer vision technology ↗ · 2012 · Zhang, Wei et al. · indexed
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353. Determinants of sleepiness in automobile drivers ↗ · 1996 · Philip, Pierre et al. · indexed
354. Quantification of Alertness and Evaluation Method for Vision Based Driver Drowsiness and Alertness Warning System ↗ · 2024 · Balasubrahmanyan, Chappagadda et al. · indexed
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356. Effective Estimation of Driver Drowsiness Based on Eye Status Detection and Analysis ↗ · 2014 · Mukherjee, Kingshuk et al. · indexed
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359. Sleepiness, near-misses and driving accidents among a representative population of French drivers ↗ · 2010 · SAGASPE, PATRICIA et al. · indexed
360. “Did you fall asleep?” – Younger and older drivers’ recollection of prior sleepiness while driving ↗ · 2024 · Cai, Anna W.T. et al. · indexed
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363. Driver drowsiness detection using single-channel dry EEG ↗ · 2017 · Song, Xiaomu et al. · indexed
364. A systematic review on detection and prediction of driver drowsiness ↗ · 2023 · Ebrahim Shaik, Md. · indexed
365. Automation Detection of Driver Fatigue Using Visual Behavior Variables · 2018 · Yonggang, Wang et al. · archived
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367. CVO driver fatigue and complex in-vehicle systems · 1997 · Lee, Jacsik et al. · archived
368. Driver Drowsiness Detection through a Vehicle's Active Probe Action ↗ · 2019 · Yang, Sen et al. · indexed
369. Correlation between Vigilance Level and Driving Performance: Influence of the Driving Duration and Circadian Rhythm ↗ · 2019 · Wang, Lian-Zhen et al. · indexed
370. Driver Sleepiness Detection System Based on Eye Movements Variables ↗ · 2013 · Jin, Lisheng et al. · indexed
371. Development of a Monitoring System for Driver Readiness in Prolonged Automated Driving · 2024 · Deb, Shuchisnigdha et al. · archived
372. An Efficient Approach for Driver Drowsiness Detection at Moderate Drowsiness Level Based on Electroencephalography Signal and Vehicle Dynamics Data ↗ · 2022 · Houshmand, Sara et al. · indexed
373. Driver Drowsiness Detection Using Eye Movement Behavior · 2025 · Biradar, Sonali et al. · archived
374. Analysis of Neurophysiological Correlates of Mental Fatigue in Both Monotonous and Demanding Driving Conditions · 2025 · Dello Iacono, Francesca et al. · archived
375. A Study on the Effects of Fatigue Driving and Drunk Driving on Drivers’ Physical Characteristics ↗ · 2014 · Zhang, Xingjian et al. · indexed
376. Short Sleep Duration, Snoring and Subjective Sleep Insufficiency Are Independent Factors Associated with both Falling Asleep and Feeling Sleepiness while Driving ↗ · 2012 · Abe, Takashi et al. · indexed
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379. Video based detection of driver fatigue ↗ · 2009 · Vural, Esra · indexed
380. Fatigue and sleepiness in drivers ↗ · 2016 · Maghsoudipour, Maryam et al. · indexed
381. Eye blink parameters to indicate drowsiness during naturalistic driving in participants with obstructive sleep apnea: A pilot study ↗ · 2021 · Cori, Jennifer M. et al. · indexed
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383. Driver drowsiness detection based on classification of surface electromyography features in a driving simulator ↗ · 2019 · Mahmoodi, Mohammad et al. · indexed
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388. SLEEPINESS AMONG IRANIAN LORRY DRIVERS ↗ · 2007 · Labbafinejad, K. Sadeghniiat Y. · indexed
389. Multivariate Multiscale Entropy: An Approach to Estimating Vigilance of Driver · 2023 · Ahammed, Kawser et al. · archived
390. Driver Alertness Identification And Alarming System Using Haar Cascade Algorithm · 2022 · R. Vadivel et al. · archived
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393. Comparison of Multimodal Features for Detecting Driver Drowsiness using different dataset ↗ · 2021 · Priya, V. Vijay et al. · indexed
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415. Driver Drowsiness and Yawn Detection ↗ · 2021 · Fale, Pradeep N. · indexed
416. FATIGUE AND SLEEPINESS DURING LONG-DURATION DRIVING: A PRELIMINARY STUDY AMONG INDONESIAN COMMERCIAL DRIVERS ↗ · 2020 · IRIDIASTADI, Hardianto et al. · indexed
417. A Review on EEG-Based Automatic Sleepiness Detection Systems for Driver ↗ · 2018 · Balandong, Rodney Petrus et al. · indexed
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422. Detecting Driver Drowsiness With Multi-Sensor Data Fusion Combined With Machine Learning · 2021 · Kulhandjian, Hovannes · archived
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429. Hypovigilance detection by calculating and analyzing a spatio-temporal features of the face components based on 3D head orientation ↗ · 2014 · Akrout, Belhassen et al. · indexed
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432. Multimodal Driver Drowsiness Detection From Video Frames ↗ · 2022 · Singh, Pritesh Kumar et al. · indexed
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436. Wakefulness-Keeping Effect and Driving Safety by Active Action While Driving · 2017 · Ibe, Tatsuro et al. · archived
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438. Driver state monitoring and assisted intervention based on deep learning ↗ · 2026 · Thanh, Nguyen Le Chau et al. · indexed
439. Using Facial Features to Detect Driver’s Drowsiness State ↗ · 2023 · Krity, Kaushiki et al. · indexed
440. Young drivers who continue to drive while sleepy: What are the associated sleep‐ and driving‐related factors? ↗ · 2019 · Watling, Christopher N. · indexed
441. The Impact of Sleepiness on Lane Positioning in Truck Driving ↗ · 2017 · Sandberg, David et al. · indexed
442. Are drivers aware of sleepiness and increasing crash risk while driving? ↗ · 2014 · Williamson, Ann et al. · indexed
443. The Effects of Sleep Quality on Vigilance and Driving Performance in a Train Simulator ↗ · 2020 · Siswanto, D et al. · indexed
444. Detecting of Driver's Drowsiness Using Multiwavelet Packet Energy Spectrum ↗ · 2009 · Zhao, ShuanFeng et al. · indexed
445. Driver Drowsiness Detection Using R-R Interval of Electrocardiogram and Self-Attention Autoencoder ↗ · 2024 · Fujiwara, Koichi et al. · indexed
446. Driver Assistance System With a Dual Control Scheme: Effectiveness of Identifying Driver Drowsiness and Preventing Lane Departure Accidents · 2016 · Saito, Yuichi et al. · archived
447. Intelligent driver drowsiness detection through fusion of yawning and eye closure ↗ · 2011 · Omidyeganeh, M. et al. · indexed
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449. Driver fatigue detection technology in active safety systems ↗ · 2011 · Qiong Wang et al. · indexed
450. Physiological Methods and Measurements in Driving Simulation ↗ · 2004 · Rizzo, Matthew · indexed
451. Driver Drowsiness Detection Using Deep Learning ↗ · 2023 · Ojha, Dhiren et al. · indexed
452. A Turn in the Road: Real-life Driving Differences in Obstructive Sleep Apnoea and Excessive Daytime Sleepiness ↗ · 2025 · Lee, Kieran O. et al. · indexed
453. EEG based Drowsiness Prediction Using Machine Learning Approach ↗ · 2021 · Priya, V. Vijay et al. · indexed
454. &lt;p&gt;The Psychomotor Vigilance Test Compared to a Divided Attention Steering Simulation in Patients with Moderate or Severe Obstructive Sleep Apnea&lt;/p&gt; ↗ · 2020 · Huang, Ying et al. · indexed
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456. Real-time assessment of daytime sleepiness in drivers with multiple sclerosis ↗ · 2020 · Devos, Hannes et al. · indexed
457. Detecting driving drowsiness using EEG, EOG and driving quality signals ↗ · 2015 · Noori, Seyed Mohammad Reza et al. · indexed
458. Correlation between driving errors and vigilance level: influence of the driver's age ↗ · 2004 · Campagne, Aurelie et al. · indexed
459. Optimal EEG Segmentation for Microsleep Detection Based on Machine Learning ↗ · 2022 · Pauli, Martin Patrick et al. · indexed
460. Detection of microsleep events in a car driving simulation study using electrocardiographic features ↗ · 2016 · Lenis, Gustavo et al. · indexed
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464. Driving sleepiness detection using electrooculogram analysis and grey wolf optimizer ↗ · 2022 · Jasim, Sarah Saadoon et al. · indexed
465. The effect of situation awareness on driving performance in young sleep-deprived drivers ↗ · 2021 · Wijayanto, Titis et al. · indexed
466. Effects of driving time on microsaccadic dynamics ↗ · 2014 · Di Stasi, Leandro L. et al. · indexed
467. Sleepiness, Driving, and Motor Vehicle Crashes ↗ · 1998 · Lyznicki, James M. · indexed
468. A new system for detecting fatigue and sleepiness using brain connectivity: EEG based estimation of fatigue, vigilance and sleepiness for drivers ↗ · 2017 · Cynthia, Azzi et al. · indexed
469. Drowsy Driving in Fatal Crashes, United States, 2017–2021 · 2024 · AAA Foundation for Traffic Safety · archived
470. Evaluation of a Smart Algorithm for Commercial Vehicle Driver Drowsiness Detection ↗ · 2007 · Eskandarian, Azim et al. · indexed
471. Electroencephalography Sample Entropy of Driver Passive Fatigue Threshold in Automated Driving · 2021 · Zhang, Yijing et al. · archived
472. Driver Drowsiness Detection System Based on Eye State Analysis · 2024 · C, Pavilaa. · archived
473. An Analysis of EEG Changes during Prolonged Simulated Driving for the Assessment of Driver Fatigue · 2019 · Zuraida, Rida et al. · archived
474. Driver sleepiness—Comparisons between young and older men during a monotonous afternoon simulated drive ↗ · 2012 · Filtness, Ashleigh J. et al. · indexed
475. Wakefulness in young and elderly subjects driving at night in a car simulator ↗ · 2009 · Lowden, Arne et al. · indexed
476. A Comparative Study on Different Measures to Identify Driver States ↗ · 2019 · Kumar, S. Pradeep et al. · indexed
477. Driver drowsiness monitoring based on yawning detection ↗ · 2011 · Abtahi, Shabnam et al. · indexed
478. The circadian effect on psychophysiological driver state monitoring ↗ · 2020 · Kaduk, Sylwia I. et al. · indexed
479. Sensitivity and validity of psychometric tests for assessing driving impairment: effects of sleep deprivation. · 2015 · Jongen, Stefan et al. · archived
480. Optimizing Driver Vigilance Recognition: Examining the Characterization and Cumulative Effect of Physiological Signals Across Manual and Automated Driving and Durations ↗ · 2024 · Guo, Mingyang et al. · indexed
481. Comprehensive Drowsiness Level Detection Model Combining Multimodal Information ↗ · 2019 · Sunagawa, Mika et al. · indexed
482. Continuous monitoring and identification of driver drowsiness alert system ↗ · 2021 · Satyanarayana, M.S. et al. · indexed
483. Driver sleepiness and risk of serious injury to car occupants: population based case control study ↗ · 2002 · Connor, Jennie et al. · indexed
484. Fatigue Driving Detection and Early Warning System based on EEG Signals · 2024 · Wang, Luoluo et al. · archived
485. An alpha wave pattern from attenuation to disappearance for predicting the entry into sleep during simulated driving ↗ · 2017 · Jiao, Yingying et al. · indexed
486. Evaluation of Lane Departure Warnings for Drowsy Drivers · 2006 · Blommer, Mike et al. · archived
487. Real-time driver drowsiness estimation by multi-source information fusion with Dempster–Shafer theory ↗ · 2013 · Li, Xuanpeng et al. · indexed
488. A Novel Method for Identifying the Drowsiness while Driving ↗ · 2015 · B., Hemantkumar et al. · indexed
489. Prevalence of drowsy driving and modeling its intention: An Indonesian case study ↗ · 2023 · Rahmadiyani, Rani et al. · indexed
490. Driver Drowsiness Detection Using Multi-Channel Second Order Blind Identifications ↗ · 2019 · Zhang, Chao et al. · indexed
491. Microsleep as a Risk Factor for Unsafe Behavior: A Systematic Literature Review · 2026 · Ihsan, Elga Alifqiah et al. · archived
492. Driver Drowsiness Detection with Commercial EEG Headsets ↗ · 2023 · Rezaee, Qazal et al. · indexed
493. Fatigued driving : prevalence, risk factors and groups, and the law ↗ · 2009 · Radun, Igor · indexed
494. Long-term effects of daylight saving time on driving fatigue · 2024 · Orsini, Federico et al. · archived
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496. Driver Fatigue: An Experimental Investigation ↗ · 2020 · Richardson, John et al. · indexed
497. S24 Predicting driver sleepiness in OSAHS: towards a screening tool for road safety ↗ · 2025 · Kumar, A et al. · indexed
498. The activity of different brain regions in fatigued and drowsy drivers: A systematic review based on EEG findings ↗ · 2024 · Ghojazadeh, Morteza et al. · indexed
499. The Role of Sleep-Disordered Breathing, Daytime Sleepiness, and Impaired Performance in Motor Vehicle Crashes—A Case Control Study ↗ · 2004 · Kingshott, Ruth N. et al. · indexed
500. Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions ↗ · 2021 · Persson, Anna et al. · indexed
501. Monotony of road environment and driver fatigue: a simulator study ↗ · 2003 · Thiffault, Pierre et al. · indexed
502. Detection of Drivers’ Moderate Drowsiness Using a Wavelet-Entropy-Based Smart Algorithm ↗ · 2018 · Chen, Xiaohong et al. · indexed
503. Quantifying visual attention and visually induced motion sickness during day-night driving and sleep deprivation ↗ · 2015 · Wibirama, Sunu et al. · indexed
504. Analysis of Alpha and Theta Band to Detect Driver Drowsiness Using Electroencephalogram (EEG) Signals · 2021 · Sivakumar, Pradeep Kumar et al. · archived
505. Evaluating the Effect of Fatigue on Driver’s Performance · 2024 · Jirgl, Miroslav et al. · archived
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507. Yawning detection by the analysis of variational descriptor for monitoring driver drowsiness ↗ · 2016 · Akrout, Belhassen et al. · indexed
508. Classification of Drowsiness and Alertness States Using EEG Signals to Enhance Road Safety: A Comparative Analysis of Machine Learning Algorithms and Ensemble Techniques ↗ · 2025 · Sistaninezhad, Masoud et al. · indexed
509. A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving · 2019 · Strayer, David L. · archived
510. Unobtrusive Driver Drowsiness Prediction Using Driving Behavior from Vehicular Sensors ↗ · 2018 · Dehzangi, Omid et al. · indexed
511. Heart Rate Variability for Driver Sleepiness Classification in Real Road Driving Conditions ↗ · 2019 · Persson, Anna et al. · indexed
512. P53 Vigilance Decrement and the impact of sleepiness and hypersomnolence on a student population ↗ · 2023 · Burrows, Katrina et al. · indexed
513. Auditive beta stimulation as a countermeasure against driver fatigue · 2021 · Moessinger, Michèle et al. · archived
514. Prevalence of Motor Vehicle Crashes Involving Drowsy Drivers, United States, 2009-2013 · 2014 · AAA Foundation for Traffic Safety · archived
515. Feature Extraction and Evaluation for Driver Drowsiness Detection Based on Thermoregulation ↗ · 2019 · Gielen, Jasper et al. · indexed
516. Stop and revive? The effectiveness of nap and active rest breaks for reducing driver sleepiness · 2014 · Watling, Christopher N. et al. · archived
517. Designing an advanced early warning system to detect drivers’ distraction and drowsiness – A pilot study ↗ · 2026 · Boujenfa, Sabrina et al. · indexed
518. Can Drowsiness be seen in the eyes? A new detection method of driver drowsiness levels based on eye-tracking data ↗ · 2025 · Zhang, Runlin et al. · indexed
519. Intelligent driver monitoring systems: a survey of drowsiness detection technologies for road safety ↗ · 2026 · Hassan, Osama F. et al. · indexed
520. Driver Drowsiness Detection Based on LiDAR-Based Road Boundary Detection ↗ · 2024 · Teoh, Tai Shie et al. · indexed
521. Microsleep detection on drowsy-driver using convolutional neural networks (CNN) ↗ · 2024 · Ilmadina, Hepatika Zidny et al. · indexed
522. EEG Brain Connectivity Analysis to Detect Driver Drowsiness Using Coherence ↗ · 2017 · Awais, Muhammad et al. · indexed
523. Driver fatigue: Electroencephalography and psychological assessment ↗ · 2002 · Lal, Saroj K.L. et al. · indexed
524. Development of Drowsy Driving Detection System Using EEG · 2026 · Seo, Ssang-Hee · archived
525. Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue ↗ · 2020 · Hu, Xinyun et al. · indexed
526. Driver Drowsiness Detection Based on Time Series Analysis of Steering Wheel Angular Velocity ↗ · 2017 · Zhenhai, Gao et al. · indexed
527. The Interactive Effects of Extended Wakefulness and Low-dose Alcohol on Simulated Driving and Vigilance · 2007 · Howard, Mark E. et al. · archived
528. Fatigue, sleep restriction and driving performance ↗ · 2005 · Philip, Pierre et al. · indexed
529. Investigating Driver Fatigue versus Alertness Using the Granger Causality Network · 2015 · Kong, Wanzeng et al. · archived
530. Rapid Changes in Scores on Principal Components of the EEG Spectrum do not Occur in the Course of “Drowsy” Sleep of Varying Length ↗ · 2014 · Putilov, Arcady A. · indexed
531. Microsleep Episodes, Attention Lapses and Circadian Variation in Psychomotor Performance in a Driving Simulation Paradigm ↗ · 2003 · Moller, Henry J et al. · indexed
532. Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety ↗ · 2023 · Safarov, Furkat et al. · indexed
533. Graph analysis of functional brain network topology using minimum spanning tree in driver drowsiness ↗ · 2018 · Chen, Jichi et al. · indexed
534. The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving ↗ · 2018 · Ma, Jinfei et al. · indexed
535. Driver Sleepiness-Related Problems, Health Status, and Prolonged Driving Among Professional Heavy-Vehicle Drivers ↗ · 2000 · Hakkanen, Helina et al. · indexed
536. Individual Susceptibility to Vigilance Decrement in Prolonged Assisted Driving Revealed by Alert-State Wearable EEG Assessment ↗ · 2023 · Seet, Manuel et al. · indexed
537. Estimating vigilance in driving simulation using probabilistic PCA ↗ · 2008 · Li, Mu et al. · indexed
538. Driving Fatigue Identification Method Based on Physiological Signals ↗ · 2008 · Mao, Zhe et al. · indexed
539. Assessing Drivers’ Fatigue State Under Real Traffic Conditions Using EEG Alpha Spindles · 2011 · Schrauf, Michael et al. · archived
540. A comparative review of driver drowsiness detection systems: Recent advances, applications, challenges, and future directions ↗ · 2026 · Peker, Nur Yasin et al. · indexed
541. Importance of subject‐dependent classification and imbalanced distributions in driver sleepiness detection in realistic conditions ↗ · 2018 · Silveira, Cláudia Sofia et al. · indexed
542. Driver Drowsiness Detection System with OpenCV &amp; Keras ↗ · 2021 · Srivastava, Mayank et al. · indexed
543. Automatic drowsiness detection using electroencephalogram signal ↗ · 2020 · Dutta, A. et al. · indexed
544. Are Drivers Allowed to Sleep? Sleep Inertia Effects Drivers’ Performance after Different Sleep Durations in Automated Driving ↗ · 2023 · Schwarze, Doreen et al. · indexed
545. Driver drowsiness detection: a comparison between intrusive and non-intrusive signal acquisition methods ↗ · 2018 · Oliveira, Licinio et al. · indexed
546. Modern Drowsiness Detection in Deep Learning: A review ↗ · 2022 · Jasim, Sarah Saadoon et al. · indexed
547. A hybrid observer approach for driver drowsiness detection ↗ · 2011 · Cario, Gianni et al. · indexed
548. Detecting Driver Fatigue With Eye Blink Behavior · 2024 · Akin, Ali et al. · archived
549. Drowsiness discrimination in an overnight driving simulation on the basis of RR and QT intervals ↗ · 2017 · Heinze, Christian et al. · indexed
550. On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys ↗ · 2021 · Salvati, Luca et al. · indexed
551. Assessment of driver fatigue-related brain responses and causal factors during driving under different traffic conditions · 2024 · Adachi, Masataka et al. · archived
552. PERCLOS Threshold for Drowsiness Detection during Real Driving ↗ · 2012 · Lin, S. T. et al. · indexed
553. Drowsy Driving Detection Based on the Driver's Head Movement using Infrared Sensors ↗ · 2008 · Heo, Seongkook · indexed
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556. Analysis of Causal Factor of Driver Fatigue in the Driving in Different Driving Conditions ↗ · 2024 · Adachi, Masataka et al. · indexed
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558. Driver Alertness Detection Research Using Capacitive Sensor Array ↗ · 2001 · Kithil, Philp W · indexed
559. Isotropic Self-Supervised Learning for Driver Drowsiness Detection With Attention-Based Multimodal Fusion ↗ · 2023 · Mou, Luntian et al. · indexed
560. Electrophysiological frequency domain analysis of driver passive fatigue under automated driving conditions · 2021 · Zhang, Yijing et al. · archived
561. Real-time and Efficient EEG Based Driver Drowsiness Detection System with VANET for Safe Driving · 2023 · Mohammedi, Mohamed et al. · archived
562. A Study of the Behavior and Responsibility of Slovak Drivers, Especially in Case of Fatigue ↗ · 2021 · Hajducik, Adrian et al. · indexed
563. Driver impairment monitoring by physiological measures ↗ · 2019 · Brookhuis, Karel · indexed
564. Investigating the impact of driving workload on fatigue and performance for the purpose of road safety · 2026 · Serra, Patrizia et al. · archived
565. Driver drowsiness estimation using facial wrinkle feature ↗ · 2013 · Nakamura, Taro et al. · indexed
566. Drowsiness Detection System Based on PERCLOS and Facial Physiological Signal ↗ · 2022 · Chang, Robert Chen-Hao et al. · indexed
567. A Framework for Driver Drowsiness Monitoring Using a Convolutional Neural Network and the Internet of Things ↗ · 2024 · Irsan, Muhamad et al. · indexed
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583. Electrooculogram analysis and development of a system for defining stages of drowsiness ↗ · 2004 · Thorslund, Birgitta · indexed
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586. Effects of morning-night differences and sleep deprivation on situation awareness and driving performance ↗ · 2016 · Wijayanto, T. et al. · indexed
587. Sleepiness Enhances Distraction During a Monotonous Task ↗ · 2006 · Anderson, Clare et al. · indexed
588. The utility of the AusEd driving simulator in the clinical assessment of driver fatigue · 2007 · Desai, Anup V. et al. · archived
589. A non-invasive approach to detect drowsiness in a monotonous driving environment ↗ · 2014 · Awais, Muhammad et al. · indexed
590. Sleep {middle dot} 5: Driving and automobile crashes in patients with obstructive sleep apnoea/hypopnoea syndrome ↗ · 2004 · George, C. F. · indexed
591. Electroencephalography as a predictor of self-report fatigue/sleepiness during monotonous driving in train drivers ↗ · 2018 · Lees, Ty et al. · indexed
592. Can Low Cost Road Engineering Measures Combat Driver Fatigue? A Driving Simulator Investigation · 2009 · Jamson, A Hamish et al. · archived
593. Comparative Study to Detect Driver Drowsiness ↗ · 2021 · Bajaj, Jaspreet Singh et al. · indexed
594. Sober-Drive: A smartphone-assisted drowsy driving detection system ↗ · 2014 · Lunbo Xu et al. · indexed
595. A hybrid approach for driver drowsiness detection utilizing practical data to improve performance system and applicability ↗ · 2023 · Khanehshenas, Farin et al. · indexed
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597. Awareness of driving while sleepy and road traffic accidents: prospective study in GAZEL cohort ↗ · 2006 · Nabi, Hermann et al. · indexed
598. The Maintenance of Wakefulness Test and Driving Simulator Performance ↗ · 2005 · Banks, Siobhan et al. · indexed
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601. Video-based observer rated sleepiness versus self-reported subjective sleepiness in real road driving ↗ · 2015 · Ahlstrom, Christer et al. · indexed
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605. Sleep Apnea, Sleep Debt and Daytime Sleepiness Are Independently Associated with Road Accidents. A Cross-Sectional Study on Truck Drivers · 2016 · Garbarino, Sergio et al. · archived
606. Deterioration in Driving Performance During Sleep Deprivation Is Similar in Professional and Nonprofessional Drivers ↗ · 2013 · Howard, Mark E. et al. · indexed
607. Detection of driver drowsiness using wearable devices: A feasibility study of the proximity sensor ↗ · 2017 · Hu, Jwu‐Sheng et al. · indexed
608. Execution Scheme for Driver Drowsiness Detection using Yawning Feature ↗ · 2013 · V.Rajput, Monali et al. · indexed
609. Improved drowsiness detection in drivers through optimum pairing of EEG features using an optimal EEG channel comparable to a multichannel EEG system · 2025 · Minhas, Riaz et al. · archived
610. Heart rate variability-based detection of driver drowsiness and its validation using EEG ↗ · 2024 · Rajkumar, V. P. et al. · indexed
611. An Investigation to Detect Driver Drowsiness from Eye blink Artifacts Using Deep Learning Models ↗ · 2022 · Egambaram, Ashvaany et al. · indexed
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613. Sleep inertia in automated driving: Post-sleep take-over and driving performance ↗ · 2021 · Wörle, Johanna et al. · indexed
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617. Drowsiness Detection in Drivers: A Systematic Review of Deep Learning-Based Models · 2025 · Fonseca, Tiago et al. · archived
618. Factors Associated with Stopping to Rest During Long Night-Time Simulated Drives ↗ · 2023 · Gaspar, John et al. · indexed
619. Adaptive Neural Embedded Systems for Real-Time Driver State Monitoring in Advanced Driver Assistance Systems · 2025 · Alagar Raja Govindasamy · archived
620. Driver State Analysis for ADAS using EEG Signals ↗ · 2019 · Kulkarni, Aishwarya M. et al. · indexed
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622. Driver Sleepiness Detection Algorithm Based on Relevance Vector Machine ↗ · 2021 · Wei, Lingxiang et al. · indexed
623. A Strategically Timed Verbal Task Improves Performance and Neurophysiological Alertness During Fatiguing Drives · 2013 · Atchley, Paul et al. · archived
624. Strategic naps in automated driving − Sleep architecture predicts sleep inertia better than nap duration ↗ · 2025 · Tomzig, Markus et al. · indexed
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626. Image-Based Fatigue Detection of Vehicle Driver: State-of-the-Art and Reference Model ↗ · 2021 · Bulygin, Alexandr et al. · indexed
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628. Analysis of Head Micromovements and Body Posture for Vigilance Decrement Assessment · 2024 · Rossi, Dario et al. · archived
629. Monotonous Driving Environment along Highway and Driver Behaviour in Malaysia: A Review · 2021 · Zainon, M. et al. · archived
630. Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system · 2025 · Scanlon, Joanna Elizabeth Mary et al. · archived
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632. Detecting Driver Sleepiness Using Optimized Nonlinear Combinations of Sleepiness Indicators ↗ · 2011 · Sandberg, David et al. · indexed
633. Automated Driver Drowsiness Detection from Single-Channel EEG Signals Using Convolutional Neural Networks and Transfer Learning ↗ · 2022 · Ghadami, Ali et al. · indexed
634. Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data · 2016 · Ahn, Sangtae et al. · archived
635. Driver fatigue detection system ↗ · 2015 · Clement, F. S. C. et al. · indexed
636. In-vehicle fragrance administration as a countermeasure for driver fatigue · 2024 · Dahlman, Anna Sjörs et al. · archived
637. Drivers’ subjective perceptions of the contextual factors influencing fatigue: A qualitative study of suburban bus drivers in Iran ↗ · 2022 · Khanehshenas, Farin et al. · indexed
638. Deep Learning-based EEG Detection of Mental Alertness States from Drivers under Ethical Aspects ↗ · 2021 · Rohlinger, Tihomir et al. · indexed
639. Multimodal Features for Detection of Driver Stress and Fatigue: Review · 2020 · Němcová, Andrea et al. · archived
640. The performance of driver sleepiness indicators as a function of interval length ↗ · 2011 · Sandberg, David · indexed
641. Task‐dependent differences in subjective fatigue scores ↗ · 2005 · RICHTER, S. et al. · indexed
642. A Review of EEG Signal Features and Their Application in Driver Drowsiness Detection Systems ↗ · 2021 · Stancin, Igor et al. · indexed
643. Prediction of Point in Time with High Crash Risk by Integration of Bayesian Estimation of Drowsiness, Tracking Error, and Subjective Drowsiness ↗ · 2018 · Atsuo Murata et al. · indexed
644. Examining Driver Sleepiness Detection Based on Visual Actions Using Haar Cascading and CNN ↗ · 2025 · Rawat, Vandana et al. · indexed
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647. Modern drowsiness detection techniques: a review ↗ · 2022 · Jasim, Sarah Saadoon et al. · indexed
648. <i>Sleep Deprivation and Vigilant Attention</i> ↗ · 2008 · Lim, Julian et al. · indexed
649. Wearable driver drowsiness detection using electrooculography signal ↗ · 2016 · Ma, Zheren et al. · indexed
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652. A pre-Tranind Model for Driver Drowsiness Detection ↗ · 2023 · Ahmed, Amira · indexed
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657. Cognitive components of simulated driving performance: Sleep loss effects and predictors ↗ · 2012 · Jackson, Melinda L. et al. · indexed
658. Identification of An “Appropriate” Drowsy Driver Detection Interface for Commercial Vehicle Operations ↗ · 2003 · Ayoob, Ellen M. et al. · indexed
659. Driver drowsiness detection methods using EEG signals: a systematic review ↗ · 2022 · Hussein, Raed Mohammed et al. · indexed
660. Morphology based Facial Feature Extraction and Facial Expression Recognition for Driver Vigilance ↗ · 2012 · S.ChidanandKumar, K. · indexed
661. Batch processing of 10000 h of truck driver EEG data ↗ · 1995 · Miller, James C. · indexed
662. An Improved Driver Drowsiness Detection using Haar Cascade Classifier ↗ · 2023 · S. Saranya, S. et al. · indexed
663. Driver Behavior Analysis for Safe Driving: A Survey ↗ · 2015 · Kaplan, Sinan et al. · indexed
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665. Characteristics of crashes attributed to the driver having fallen asleep ↗ · 1995 · Pack, Allan I et al. · indexed
666. The Heart Rate Variability Correlates of Spontaneous Drowsiness Onset ↗ · 1973 · Volow, M. R. et al. · indexed
667. Short-Term EEG Patterns of Driver Drowsiness and their Relation to Crashes ↗ · 2013 · Golz, Martin et al. · indexed
668. Neurophysiological Mechanisms and Mitigation Strategies of Driver Fatigue in Human-Artificial Intelligence Cooperative Driving Using EEG · 2026 · Lu, Huoping et al. · archived
669. Sleepiness and Ethanol Effects on Simulated Driving ↗ · 1994 · Roehrs, Timothy et al. · indexed
670. A Methodological Review on Prediction of Multi-Stage Hypovigilance Detection Systems Using Multimodal Features · 2021 · Abbas, Qaisar et al. · archived
671. 0310 Oculometrics Track Performance on the Psychomotor Vigilance Task During Acute Sleep Deprivation ↗ · 2020 · Feick, N H et al. · indexed
672. Examining driver sleepiness based on his visual actions with ML Techniques ↗ · 2024 · Rawat, Vandana et al. · indexed
673. Strengthening association between driver drowsiness and its physiological predictors by combining EEG with measures of body movement ↗ · 2011 · Pritchett, S. et al. · indexed
674. Real time and non-intrusive driver fatigue monitoring · 2005 · Zhu, Zhiwei et al. · archived
675. The Combined Effect of Alcohol and Sleepiness on Eye Tracking Features: Implications for Driver Monitoring Systems ↗ · 2025 · Ahlström, Christer et al. · indexed
676. Identifying Negative Driver States that Share Commonalities for Interventions ↗ · 2025 · Seaman, Sean et al. · indexed
677. Research on Distracted Driving State Recognition and Its Impact Using an Ensemble Learning Model Based on Multimodal Information Fusion ↗ · 2026 · Ma, Dezhong et al. · indexed
678. Eye blink detection for different driver states in conditionally automated driving and manual driving using EOG and a driver camera ↗ · 2017 · Schmidt, Jürgen et al. · indexed
679. Drowsy driver detection by EEG analysis using Fast Fourier Transform · 2015 · Ben Dkhil, Mejdi et al. · archived
680. AI-Driven EEG-Based Driver Drowsiness Detection: A Narrative Review of Biosignals and Wearable Devices ↗ · 2026 · Khaghani Asl Toloun, Mahsa et al. · indexed
681. The EEG changes during night-time driver fatigue ↗ · 2009 · Xiaoli, Xie et al. · indexed
682. A visual based approach for drowsiness detection ↗ · 2013 · Akrout, Belhassen et al. · indexed
683. Fatigue and mental underload further pronounced in L3 conditionally automated driving: Results from an EEG experiment on a test track · 2024 · Figalova, Nikol et al. · archived
684. Driver State Modeling through Latent Variable State Space Framework in the Wild · 2022 · Tavakoli, Arash et al. · archived
685. Towards hybrid driver state monitoring: Review, future perspectives and the role of consumer electronics · 2016 · Melnicuk, Vadim et al. · archived
686. Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices ↗ · 2012 · Borghini, G. et al. · indexed
687. Risk of Motor Vehicle Accidents Related to Sleepiness at the Wheel: A Systematic Review and Meta-Analysis ↗ · 2017 · Bioulac, Stéphanie et al. · indexed
688. Multi-Feature Driver Drowsiness Detection ↗ · 2021 · Abdulrahman, Hajar et al. · indexed
689. Impact of Local/Short Haul Operations on Driver Fatigue [Report] · 2000 · Hanowski, Richard J. · archived
690. Detection and Predictive Analysis of Drowsiness Using Non-contact Doppler Sensor · 2025 · In, Chung Kyo et al. · archived
691. DriveCare: A Real-Time Vision Based Driver Drowsiness Detection Using Multiple Convolutional Neural Networks With Kernelized Correlation Filters (MCNN-KCF) ↗ · 2020 · Gopikrishnan, U et al. · indexed
692. Estimation of drivers' drowsiness level using a Neural Network Based &amp;#x2018;Error Correcting Output Coding&amp;#x2019; method ↗ · 2010 · Tsuchida, Ayumi et al. · indexed
693. A Hybrid System for Driver Assistance Using Computer Vision Methods ↗ · 2025 · Mafteiu-Scai, Liviu Octavian et al. · indexed
694. Analysis of Facial and Acoustic Features for Driver Drowsiness Detection ↗ · 2024 · Loni, Deepali Y · indexed
695. Application of a new Model for Fatigue Identification of Commercial Vehicles Drivers · 2019 · Davidović, Jelica et al. · archived
696. Facial recognition system for driver vigilance mlonitoring ↗ · 2005 · Dikkers, H.J. et al. · indexed
697. Assessment of Driver’s Driving Performance and Alertness Using EEG-based Fuzzy Neural Networks ↗ · 2005 · Chin-Teng Lin et al. · indexed
698. Towards a Reliable Ground Truth for Drowsiness: A Complexity Analysis on the Example of Driver Fatigue ↗ · 2020 · Kundinger, Thomas et al. · indexed
699. Driving impairment due to sleepiness is exacerbated by low alcohol intake ↗ · 2003 · Horne, James A. et al. · indexed
700. Performance Prediction Model on Driving Train Simulator Based on Alertness and Sleepiness Level Result · 2021 · Ayu Pramiarsih et al. · archived
701. Driver Inattention Monitoring System: A Review ↗ · 2019 · Ahir, Archana et al. · indexed
702. A review on driver drowsiness based on image, bio-signal, and driver behavior ↗ · 2017 · Pratama, Bagus G. et al. · indexed
703. Statistical validation of physiological indicators for non-invasive and hybrid driver drowsiness detection system ↗ · 2009 · Zilberg, Eugene et al. · indexed
704. Fatigue and mental underload further pronounced in L3 conditionally automated driving: Results from an EEG experiment on a test track · 2023 · Figalová, Nikol et al. · archived
705. Investigation on individual adaptive driver state diagnosis method based on driver model in car-following situation ↗ · 2014 · SAIGO, Shintaro et al. · indexed
706. Comparative Analysis of Vehicle-Based and Driver-Based Features for Driver Drowsiness Monitoring by Support Vector Machines ↗ · 2022 · Baccour, Mohamed Hedi et al. · indexed
707. Driver's Drowsiness Monitoring and Alarming Auto-System Based on EOG Signals ↗ · 2019 · Hayawi, Ali Amer et al. · indexed
708. Real-Time Driver Fatigue Detection for Enhanced Road Safety · 2025 · Sujathakumari B A et al. · archived
709. Driver Drowsiness Detection Study using Heart Rate Variability analysis in Virtual Reality Environment ↗ · 2018 · Chowdhury, Muhammad E.H. et al. · indexed
710. Automation Control System against Driver Falling Asleep in Traffic ↗ · 2018 · Dymov, Ilya S. et al. · indexed
711. Detecting Driver Drowsiness Using Eye State ↗ · 2018 · Liu, Xuefei et al. · indexed
712. In‐car countermeasures open window and music revisited on the real road: popular but hardly effective against driver sleepiness ↗ · 2012 · SCHWARZ, JOHANNA F. A. et al. · indexed
713. Vigilance, alertness, or sustained attention: physiological basis and measurement ↗ · 2006 · Oken, B.S. et al. · indexed
714. Are professional drivers less sleepy than non-professional drivers? ↗ · 2017 · Anund, Anna et al. · indexed
715. Age and gender comparisons of driving while sleepy: Behaviours and risk perceptions · 2011 · Obst, Patricia et al. · archived
716. Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers · 2022 · Jan, Muhammad Tanveer et al. · archived
717. Driver Drowsiness Detection Using Machine Learning Algorithm ↗ · 2022 · Prasath, N et al. · indexed
718. Human and Vehicle-Driver Drowsiness Detection by Facial Expression ↗ · 2013 · Hachisuka, Satori · indexed
719. Effects of adopting voice assistants countermeasures on alerting drowsy drivers across age ↗ · 2025 · Zhang, Wei et al. · indexed
720. Sleepiness while driving and shiftwork patterns among Korean bus drivers ↗ · 2017 · Lee, Seyoung et al. · indexed
721. Do repeated rumble strip hits improve driver alertness? ↗ · 2015 · Watling, Christopher N. et al. · indexed
722. Review of Research on Fatigue Driving Detection Methods ↗ · 2024 · Qin, Yingna et al. · indexed
723. Driver Drowsiness Monitoring System Using Visual Behavior And Machine Learning ↗ · 2022 · Swathi, A. et al. · indexed
724. Automatic Driver Fatigue Detection using EEG Microstate Features ↗ · 2024 · Yaddasht, Zahra et al. · indexed
725. Vigilance stages and performance in OSAS patients in a monotonous reaction time task ↗ · 2000 · Kinnari, K. et al. · indexed
726. A Study of Body Motion Detection Method Using Wearable Sensor for Driver State Estimation ↗ · 2018 · Suwa, Koji et al. · indexed
727. Classifying Driving Fatigue Based on Combined Entropy Measure Using EEG Signals · 2016 · Xiong, Yijun et al. · archived
728. Online driver's drowsiness estimation using domain adaptation with model fusion ↗ · 2015 · Wu, Dongrui et al. · indexed
729. Efficient Method of Driver Alertness Using Hybrid Approach of Eye Movements and Bio-signals ↗ · 2014 · Veena, S.L. · indexed
730. Crashes and Fatalities Related to Driver Drowsiness/Fatigue ↗ · 1994 · Knipling, R R · indexed
731. An Image Processing Approach to Enhance Driver Distraction and Drowsiness Detection Algorithm ↗ · 2024 · Paul, Aishik et al. · indexed
732. Characterization of the effects of vibration on seated driver alertness ↗ · 2014 · Azizan, Mohd Amzar et al. · indexed
733. Drowsiness Detection using CNN · 2024 · Bhosale, Ashwini · archived
734. Estimating driving performance based on EEG spectrum and fuzzy neural network ↗ · 2005 · Ruei-Cheng Wu et al. · indexed
735. Unsupervised Patterns of Driver Mental Fatigue State Based on Head Posture Using Gaussian Mixture Model ↗ · 2020 · Ansari, Shahzeb et al. · indexed
736. HUBUNGAN ANTARA RAWAN BOSAN DAN KEMUDAHAN TERTIDUR DENGAN MICROSLEEP SAAT MENGEMUDI ↗ · 2021 · Moorjani, Arjun Indru et al. · indexed
737. Driver Drowsiness Detection using Deep Learning ↗ · 2022 · Nandhini, P.S. et al. · indexed
738. DRIVER DROWSINESS DETECTION FOR BEHAVIORAL ANALYSIS ↗ · 2022 · Yadav, Shivani · indexed
739. Reliability-based driver drowsiness detection using Dempster-Shafer theory ↗ · 2012 · Li, Xuanpeng et al. · indexed
740. Detection of Driver Drowsiness to Avoid Accidents and Prevent Alertness · 2025 · Khekale, Lalit · archived
741. Self-Regulation Phenomenon Emerged During Prolonged Fatigue Driving: An EEG Connectivity Study · 2023 · Li, Gang et al. · archived
742. Review on Driver Fatigue Detection Technology ↗ · 2007 · Shi, Xiu-jian et al. · indexed
743. The i-DREAMS intervention strategies to reduce driver fatigue and sleepiness for different transport modes ↗ · 2021 · Pilkington-Cheney, Fran et al. · indexed
744. EEG-Based Driver Drowsiness Estimation Using Self-Paced Learning with Label Diversity ↗ · 2019 · Xu, Yifan et al. · indexed
745. Drowsiness Detection of Driver ↗ · 2022 · Vaishnavi Shivdas et al. · indexed
746. A Study of the Identification Method of Driving Fatigue Based on Physiological Signals ↗ · 2011 · Xu, Shili et al. · indexed
747. Estimation of Driver Vigilance Status Using Real-Time Facial Expression and Deep Learning ↗ · 2021 · Tamanani, Reza et al. · indexed
748. Real-time Driver Monitoring System Based on Visual Cues ↗ · 2020 · Pondit, Ashish et al. · indexed
749. Detecting Driver Drowsiness Using Wireless Wearables ↗ · 2015 · Warwick, Brandy et al. · indexed
750. Drowsiness Alertness for Driver Safety ↗ · 2022 · Gusain, Rohit et al. · indexed
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752. Drowsiness detection system design based on individual driver ↗ · 2019 · Pasaribu, Novie Theresia Br. et al. · indexed
753. Multinomial Logistic Regression Model for Predicting Driver's Drowsiness Using Behavioral Measures ↗ · 2015 · Murata, Atsuo et al. · indexed
754. Driving Alertness System Using Deep Learning · 2024 · Vaidya, Prof. R. S. · archived
755. Towards detecting levels of alertness in drivers using multiple modalities ↗ · 2020 · Riani, Kais et al. · indexed
756. Vigilance Estimation Using a Wearable EOG Device in Real Driving Environment ↗ · 2020 · Zheng, Wei-Long et al. · indexed
757. Prediction of Drowsy Driving Using EEG and Facial Expression by Machine Learning · 2019 · Naito, Daichi et al. · archived
758. Hazard perception in novice and experienced drivers: The effects of sleepiness · 2009 · Smith, Simon S. et al. · archived
759. Temporal EEG Imaging for Drowsy Driving Prediction · 2019 · Cheng, Eric Juwei et al. · archived
760. Driver Drowsiness Monitoring System Using Fusion of Facial Features &amp; EEG ↗ · 2018 · Salimuddin, Misbah Kazi et al. · indexed
761. Attention lapses and behavioural microsleeps during tracking, psychomotor vigilance, and dual tasks ↗ · 2016 · Buckley, Russell J. et al. · indexed
762. The role of expert evaluation for microsleep detection ↗ · 2015 · Golz, M. et al. · indexed
763. Karolinska Sleepiness Scale is not Associated with Obstructive Sleep Apnea Severity Indices in Male Taxi Drivers ↗ · 2023 · Çelik, Yeliz · indexed
764. 0170 SLEEPINESS AND DRIVING INCIDENTS IN NURSES COMMUTING TO AND FROM WORK SHIFTS ↗ · 2017 · Mulhall, MD et al. · indexed
765. Real-Time System for Monitoring Driver Vigilance ↗ · 2006 · Bergasa, L.M. et al. · indexed
766. Classifying Features of Electroencephalography Signal to Detect Driver Drowsiness in the Early Drowsy Stage ↗ · 2022 · Houshmand, Sara et al. · indexed
767. Driving Drowsiness Detection with EEG Using a Modified Hierarchical Extreme Learning Machine Algorithm with Particle Swarm Optimization: A Pilot Study ↗ · 2020 · Ma, Yuliang et al. · indexed
768. The Effectiveness of a Drowsiness Detection System in Reducing Drowsy Driving Accidents · 2023 · Barman, Swapnadip · archived
769. Driver Drowsiness Detection System ↗ · 2021 · V, Kiranmayee · indexed
770. Prototype of Driver Fatigue Detection System Using Convolutional Neural Network ↗ · 2019 · Nikolskaia, Kseniia et al. · indexed
771. Crash risk perception of sleepy driving and its comparisons with drink driving and speeding: Which behavior is perceived as the riskiest? ↗ · 2015 · Watling, Christopher N. et al. · indexed
772. Realtime Driver Drowsiness Detection Using Machine Learning ↗ · 2022 · Al Redhaei, Aneesa et al. · indexed
773. Driver alertness monitoring techniques: a literature review ↗ · 2008 · Culp, J. et al. · indexed
774. Drowsiness Detection Methods for Driver&amp;apos;s: A Review ↗ · 2015 · B.Ghule, Vrushali et al. · indexed
775. Effects of Adopting Voice Assistants Countermeasures on Alerting Drowsy Drivers ↗ · 2024 · Zhang, Wei et al. · indexed
776. Real-time driver drowsiness feedback improves driver alertness and self-reported driving performance ↗ · 2015 · Aidman, Eugene et al. · indexed
777. Towards the development of design guidelines handbook for driver hypovigilance detection and warning - the AWAKE approach ↗ · 2004 · Bekiaris, E.D. · indexed
778. Flow or Distraction? Exploring Multimodal Patterns of Driver States in Automated Driving ↗ · 2025 · Chen, Pei-Ru et al. · indexed
779. Sleep-impaired emotional regulation, impaired cognition, and poor sleep health are associated with risky sleepy driving in young adults ↗ · 2020 · Watling, Christopher N. et al. · indexed
780. Driver Drowsiness Detection using CNN · 2024 · Bankar, Jaitee · archived
781. Drowsiness Detection and Alertness Using Eye Motion Monitoring · 2023 · Asghar, Rabia et al. · archived
782. High risk of near-crash driving events following night-shift work ↗ · 2015 · Lee, Michael L. et al. · indexed
783. Multimodal System to Detect Driver Fatigue Using EEG, Gyroscope, and Image Processing · 2020 · Karuppusamy, Naveen Senniappan et al. · archived
784. Assessment of Driver’s Drowsiness Based on Fractal Dimensional Analysis of Sitting and Back Pressure Measurements ↗ · 2018 · Murata, Atsuo et al. · indexed
785. Prediction of the time when a driver reaches critical drowsiness level based on driver monitoring before and while driving ↗ · 2013 · Hayata, Yuto et al. · indexed
786. Sleep Quality in Later Life: How Does It Affect Driving Safety? ↗ · 2026 · Barrett, Anne E. et al. · indexed
787. EEG-based Driver Drowsiness Classification via Calibration-Free Framework with Domain Generalization ↗ · 2022 · Kim, Dong-Young et al. · indexed
788. Monitoring driver distraction using machine learning and deep learning techniques ↗ · 2022 · Sakthivel, K. M. E. et al. · indexed
789. Driver drowsiness detection using behavioral measures and machine learning techniques: A review of state-of-art techniques ↗ · 2017 · Ngxande, Mkhuseli et al. · indexed
790. Predicting Reduced Driver Alertness on Monotonous Highways · 2015 · Larue, Gregoire S. et al. · archived
791. The effect of three low-cost engineering treatments on driver fatigue: A driving simulator study · 2013 · Merat, Natasha et al. · archived
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793. Driver vigilance monitoring, a new approach ↗ · 2003 · Gonzalez-Mendoza, M. et al. · indexed
794. The slope of performance during the psychomotor vigilance task: an additional indicator in the assessment of hypersomnolence? ↗ · 2023 · Evangelista, Elisa · indexed
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796. REViVe: Development of a reactive environmental vigilance in-vehicle system to mitigate drowsiness-induced inattention during automated driving ↗ · 2025 · Lim, Chiho et al. · indexed
797. Novel Doppler approach to monitoring driver drowsiness ↗ · 2016 · Chen, Long et al. · indexed
798. Sleep in highly automated driving: Takeover performance after waking up ↗ · 2020 · Wörle, Johanna et al. · indexed
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801. Improved Driver Drowsiness Monitoring System using Real-time Eye Blinking Method ↗ · 2015 · Mohammed, Aree et al. · indexed
802. Cerebral Blood Flow Velocity and Subjective State as Indices of Resource Utilization during Sustained Driving ↗ · 2008 · Reinerman, Lauren E. et al. · indexed
803. Microsleep Episodes and Related Crashes During Overnight Driving Simulations ↗ · 2011 · Golz, Martin et al. · indexed
804. Predictive Analysis of Driver Drowsiness Progression: Multi-Level Drowsiness Classification Using Physiological Signals ↗ · 2024 · Dachoponchai, Natchira et al. · indexed
805. Driver Drowsiness Detection Based on Face Feature and Perclos ↗ · 2021 · Gopi, S. et al. · indexed
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807. Dashcam-Based Driver Monitor for Semi-Autonomous Driving ↗ · 2023 · Sunagawa, Mika et al. · indexed
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810. Electroencephalography Activity Associated with Driver Fatigue: Implications for a Fatigue Countermeasure Device ↗ · 2001 · Lal, Saroj K.L. et al. · indexed
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812. EEG-based Safety Driving Performance Estimation and Alertness Using Support Vector Machine · 2015 · Sun, Hongyu et al. · archived
813. Smart Vehicle Connectivity for Safety Applications - Drowsiness Detection and System Alert ↗ · 2021 · P Fernandes, Orion et al. · indexed
814. Detecting driver fatigue using heart rate variability: A systematic review · 2022 · Lu, Ke et al. · archived
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816. A bibliometric review of research on driver fatigue under conditional automated driving ↗ · 2026 · Ni, Dingan et al. · indexed
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818. Detection of driver drowsiness in driving environment using deep learning methods ↗ · 2018 · Tumen, Vedat et al. · indexed
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841. Vigilance and Fatigue ↗ · 2016 · Eisert, Jesse et al. · indexed
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878. Comparison of Eye and Face Features on Drowsiness Analysis ↗ · 2022 · Kao, I-Hsi et al. · indexed
879. Driver Fatigue and Accidents - Can Visual Sensitivity Predict Drivers Ability to Drive Safely ? ↗ · 2000 · Alm, Håkan · indexed
880. Predicting drowsy driving in real-time situations: Using an advanced driving simulator, accelerated failure time model, and virtual location-based services ↗ · 2017 · Wang, Junhua et al. · indexed
881. Drowsiness Classification in Young Drivers Based on Facial Near-Infrared Images Using a Convolutional Neural Network: A Pilot Study ↗ · 2025 · Nomura, Ayaka et al. · indexed
882. Fell Asleep and Caused a Fatal Head-On Crash? A Case Study of Multidisciplinary In-Depth Analysis vs. the Court ↗ · 2009 · Radun, Igor et al. · indexed
883. DROWTION: Driver drowsiness detection software using MINDWAVE ↗ · 2014 · Giovanni et al. · indexed
884. Physiological Signal Monitoring System to Analyze Driver Attentiveness ↗ · 2021 · Dolezalek, Emily et al. · indexed
885. Multimodal Driver State Modeling through Unsupervised Learning · 2021 · Tavakoli, Arash et al. · archived
886. Inter-individual variability of EEG features during microsleep events ↗ · 2019 · Golz, Martin et al. · indexed
887. A 2-D Vigilance Estimation Method for High-Speed Rail Drivers With Multimodal Sensors ↗ · 2024 · Pan, Yufan et al. · indexed
888. Brain Network Changes in Fatigued Drivers: A Longitudinal Study in a Real-World Environment Based on the Effective Connectivity Analysis and Actigraphy Data ↗ · 2018 · Fonseca, André et al. · indexed
889. The impact of mind wandering on physiological measures in delegated driving · 2025 · Mazeres, Florence et al. · archived
890. Psychomotor Vigilance Test and Epworth Sleepiness Scale in Participants being Evaluated for Sleep Disorders ↗ · 2025 · Schwab, Allison et al. · indexed
891. Investigating effects of temperature and CO ₂ on driver drowsiness in the context of conditional automated driving ↗ · 2025 · Wang, Zhenyu et al. · indexed
892. Fatigue Measurement in Car Driving Activity using Physiological, Cognitive, and Subjective Approaches ↗ · 2015 · Arlini Puspasari, Maya et al. · indexed
893. Driver risk factors for sleep-related crashes ↗ · 2003 · Stutts, Jane C et al. · indexed
894. How do prolonged wakefulness and alcohol compare in the decrements they produce on a simulated driving task? ↗ · 2001 · Arnedt, J. Todd et al. · indexed
895. Fatigue risk management based on self-reported fatigue: Expanding a biomathematical model of fatigue-related performance deficits to also predict subjective sleepiness · 2021 · McCauley, Mark et al. · archived
896. Various Approaches for Driver and Driving Behavior Monitoring: A Review ↗ · 2013 · Kang, Hang-Bong · indexed
897. Using Image Processing in the Proposed Drowsiness Detection System Design ↗ · 2018 · POURSADEGHIYAN, Mohsen et al. · indexed
898. Driver Drowsiness Detection Using Eye-Closeness Detection ↗ · 2016 · Khunpisuth, Oraan et al. · indexed
899. Study of Steering Wheel Movement under Fatigue Driving and Drunk Driving Based on Sample Entropy ↗ · 2015 · Li, Zhen Long et al. · indexed
900. Investigation into Motor Carrier Practices to Achieve Optimal Commercial Motor Vehicle Driver Performance: Phase I · 2010 · Van Dongen, Hans P. A. et al. · archived
901. Assessment of the Potential of Wrist-Worn Wearable Sensors for Driver Drowsiness Detection ↗ · 2020 · Kundinger, Thomas et al. · indexed
902. Real Time Driver Drowsiness Monitoring System by Eye Tracking Using Mean Shift Algorithm ↗ · 2019 · Nahar, Lutfun et al. · indexed
903. Driver Attention Assessment Using Physiological Measures from EEG, ECG, and EDA Signals ↗ · 2023 · Aminosharieh Najafi, Taraneh et al. · indexed
904. Enhancing Driver Safety: Real-Time Eye Detection for Drowsiness Prevention Driver Assistance Systems ↗ · 2023 · Zain, Zainah Md. et al. · indexed
905. 0441 Increased High-frequency Electroencephalogram Activity during Nonrapid Eye Movement Sleep Mediates the Association between Subjective Daytime Sleepiness and Sustained Attention in Sleep Apnea Patients ↗ · 2019 · Li, Yun et al. · indexed
906. Positive correlation between drowsiness and prefrontal activation during a simulated speed-control driving task ↗ · 2014 · Liu, Tao · indexed
907. Analysis of the effect of thermal comfort on driver drowsiness progress with Predicted Mean Vote: An experiment using real highway driving conditions ↗ · 2023 · Sunagawa, Mika et al. · indexed
908. A contextual and temporal algorithm for driver drowsiness detection ↗ · 2018 · McDonald, Anthony D. et al. · indexed
909. Driver sleepiness and individual differences in preferences for countermeasures ↗ · 2008 · Anund, Anna et al. · indexed
910. Simple reaction time, duration of driving and sleep deprivation in young versus old automobile drivers ↗ · 1999 · Philip, Pierre et al. · indexed
911. Accident Prevention System for Cars, Buses, Trucks · 2024 · Garje, Avantika · archived
912. A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG · 2022 · Cui, Jian et al. · archived
913. EEG quantization and entropy of multi-step transition probabilities for driver drowsiness detection via LSTM ↗ · 2025 · Rayani, Mohammad Saleh et al. · indexed
914. Detecting Driver Cognition Alertness State From Visual Activities in Normal and Emergency Scenarios ↗ · 2022 · Luo, Longxi et al. · indexed
915. Advanced 1D Temporal Deep Dilated Convolutional Embedded Perceptual System for Fast Car-Driver Drowsiness Monitoring ↗ · 2020 · Rundo, Francesco et al. · indexed
916. Driver Fatigue Detection Systems: A Review ↗ · 2018 · Sikander, Gulbadan et al. · indexed
917. Wireless and Wearable EEG System for Evaluating Driver Vigilance ↗ · 2014 · Lin, Chin‐Teng et al. · indexed
918. Gaze-based Drowsiness Recognition for Level 3 Automated Driving: Designing Core Features and Temporal Windows ↗ · 2026 · Jang, Eun Hye et al. · indexed
919. Monitoring Driving in a Monotonous Environment: Classification and Recognition of Driving Fatigue Based on Long Short-Term Memory Network ↗ · 2022 · Han, Hao et al. · indexed
920. Real-Time Vision-Based Driver Drowsiness/Fatigue Detection System ↗ · 2010 · Yao, K. P. et al. · indexed
921. Deriving heart rate variability indices from cardiac monitoring—An indicator of driver sleepiness ↗ · 2019 · Buendia, Ruben et al. · indexed
922. FEER: Non-intrusive facial expression and emotional recognition for driver's vigilance monitoring ↗ · 2015 · Shaykha, Ismail et al. · indexed
923. A Novel Vehicle Speed Control Based on Driver’s Vigilance Detection Using EEG and Sparse Representation ↗ · 2014 · Luo, Dian Yuan et al. · indexed
924. Automatic Driver Drowsiness Detection Using Artificial Neural Network Based on Visual Facial Descriptors: Pilot Study ↗ · 2022 · Inkeaw, Papangkorn et al. · indexed
925. A Context-Aware EEG Headset System for Early Detection of Driver Drowsiness ↗ · 2015 · Li, Gang et al. · indexed
926. Detecting drowsiness while driving using wavelet transform ↗ · 2004 · Parikh, P. et al. · indexed
927. Prevalence of Driver Sleepiness in a Random Population-based Sample of Car Driving ↗ · 2001 · Connor, Jennie et al. · indexed
928. A Study on the Correlation Between Driving Behavior and ECG Data in Driving Fatigue. ↗ · 2026 · Wang J et al. · indexed
929. Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG · 2019 · Wang, Hongtao et al. · archived
930. Head pose and gaze direction tracking for detecting a drowsy driver ↗ · 2014 · In-Ho Choi et al. · indexed
931. Driver sleepiness and risk of motor vehicle crash injuries: A population-based case control study in Fiji (TRIP 12) ↗ · 2013 · Herman, Josephine et al. · indexed
932. Accident Prevention System for Drivers Safety · 2025 · Garje, Avantika · archived
933. CNN-Transformer Based Real-Time Detection of Driver Sleep Onset Using EEG and EOG Signals ↗ · 2025 · Jiao, Yingying et al. · indexed
934. Driver Drowsiness Detection System by Monitoring Blink Duration and Heart Rate Variability ↗ · 2025 · Jiman, Ahmad A. et al. · indexed
935. Design and Implementation of a Hybrid Fuzzy-Reinforcement Learning Algorithm for Driver Drowsiness Detection Using a Driving Simulator ↗ · 2018 · Kassemi Langroodi, Armin et al. · indexed
936. Development of Active and Passive Fatigue Manipulations Using a Driving Simulator ↗ · 2007 · Saxby, Dyani et al. · indexed
937. Variation in Sleepiness during Early Morning Shifts: A Mixed Model Approach to an Experimental Field Study of Train Drivers ↗ · 2004 · Ingre, Michael et al. · indexed
938. Driver Drowsiness Detection ↗ · 2020 · Satish, K. et al. · indexed
939. Monitoring alert and drowsy states by modeling EEG source nonstationarity ↗ · 2017 · Hsu, Sheng-Hsiou et al. · indexed
940. Slow eye movement detection can prevent sleep-related accidents effectively in a simulated driving task ↗ · 2010 · SHIN, DUK et al. · indexed
941. Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG ↗ · 2018 · He, Jiancong et al. · indexed
942. Sustained attention to response task (SART) shows impaired vigilance in a spectrum of disorders of excessive daytime sleepiness ↗ · 2011 · VAN SCHIE, MOJCA K. M. et al. · indexed
943. Fatigue Driving Detection Based on Eye Features ↗ · 2025 · Yao, Shengnan et al. · indexed
944. Driver Sleepiness Detection Using Deep Learning Convolution Neural Network Classifier ↗ · 2019 · Muthukumaran, N. et al. · indexed
945. Using Image Processing in the Proposed Drowsiness Detection System Design ↗ · 2018 · POURSADEGHIYAN, Mohsen et al. · indexed
946. Detection of Operator Drowsiness Using Google Glass ↗ · 2015 · He, Jibo et al. · indexed
947. Driver fatigue detection through pupil detection and yawing analysis ↗ · 2010 · Weiwei Liu et al. · indexed
948. 0854 Observation-based Diurnal Sleepiness Inventory (ODSI) is associated with Objective Sleepiness via Psychomotor Vigilance Task ↗ · 2023 · Pak, Victoria et al. · indexed
949. Factors associated with self-reported driver sleepiness and incidents in city bus drivers ↗ · 2016 · ANUND, Anna et al. · indexed
950. Road Vehicle Automation and Its Effects on Fatigue, Sleep, Rest, and Recuperation ↗ · 2023 · Ahlström, Christer et al. · indexed
951. Driver fatigue transition prediction in highly automated driving using physiological features ↗ · 2020 · Du, Na et al. · indexed
952. Yawn Based Driver Fatigue Level Prediction ↗ · 2020 · Kassem, Haider et al. · indexed
953. The Effects of Countermeasures for Preventing Vigilance Decrement During Manual and Automated Driving ↗ · 2025 · Murata, Atsuo et al. · indexed
954. Real-Time Detection for Drowsy Driving via Acoustic Sensing on Smartphones ↗ · 2021 · Xie, Yadong et al. · indexed
955. EEG Signal Multichannel Frequency-Domain Ratio Indices for Drowsiness Detection Based on Multicriteria Optimization ↗ · 2021 · Stancin, Igor et al. · indexed
956. A Survey on Driver Fatigue-Drowsiness Detection System ↗ · 2016 · R. Nair, Indu · indexed
957. PERCLOS+:Moving Beyond Single-Metric Drowsiness Monitors ↗ · 2008 · Hanowski, Richard J. et al. · indexed
958. Five-level Drowsiness Estimation Using BlendShape Features Captured by a Smartphone’s Front-facing Camera · 2025 · Suzuki, Shunki et al. · archived
959. EEG and Forehead EOG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks ↗ · 2021 · Zhang, Jie et al. · indexed
960. The Effect of Low-Frequency Road Noise on Driver Sleepiness and Performance ↗ · 2015 · Anund, Anna et al. · indexed
961. A Semantic Hybrid Temporal Approach for Detecting Driver Mental Fatigue ↗ · 2024 · Ansari, Shahzeb et al. · indexed
962. Evaluating Pro- and Re-Active Driving Behavior by Means of the EEG · 2018 · Wascher, Edmund et al. · archived
963. Study on Vision Monitoring Techniques of Driver Fatigue and Loosing Alertness ↗ · 2007 · Zhang, M. H. et al. · indexed
964. Multimodal Driver Drowsiness Detection Using Facial Expressions and Ear-EEGs With a Lightweight Auto-Denoising Network ↗ · 2025 · Mai, Ngoc-Dau et al. · indexed
965. How to Induce Drowsiness When Testing Driver Drowsiness and Attention Warning (DDAW) Systems ↗ · 2023 · Wörle, Johanna et al. · indexed
966. Can talking on the phone keep the driver awake?: results of a field-study using telephoning as a countermeasure against fatigue while driving ↗ · 2011 · Jellentrup, Nina et al. · indexed
967. Vehicle safety evaluation based on driver drowsiness and distracted and impaired driving performance using evidence theory ↗ · 2014 · Li, Xuanpeng et al. · indexed
968. Intelligent driver monitoring systems based on physiological sensor signals: A review ↗ · 2013 · Begum, Shahina · indexed
969. Wearable Device-Based System to Monitor a Driver’s Stress, Fatigue, and Drowsiness ↗ · 2018 · Choi, Minho et al. · indexed
970. Freeway crashes involving drowsy driving: Crash characteristics and severity in South Korea ↗ · 2021 · Kim, Sungyop et al. · indexed
971. Identifying Distracted and Drowsy Drivers Using Naturalistic Driving Data ↗ · 2018 · Yadawadkar, Sujay et al. · indexed
972. Driver sleepiness, fatigue, careless behavior and risk of motor vehicle crash and injury: Population based case and control study ↗ · 2017 · Bener, Abdulbari et al. · indexed
973. A Study of Prevalence of Sleep Apnea Among Commercial Truck Drivers [Final Report] · 2002 · Pack, Allan I. et al. · archived
974. Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection ↗ · 2022 · Shahbakhti, Mohammad et al. · indexed
975. Driver Drowsiness Detection using Deep Learning ↗ · 2021 · Suresh, Yeresime et al. · indexed
976. Hypovigilance Detection Based on Eyelids Behavior Study ↗ · 2013 · Akrout, Belhassen et al. · indexed
977. Efficient eye states detection in real-time for drowsy driving monitoring system ↗ · 2008 · Cui Xu et al. · indexed
978. Sound Strategies for Safe Driving: Exploring Auditory Interventions to Counteract Passive Driver Fatigue · 2024 · Papachristos, Eleftherios et al. · archived
979. Multimodal driver state modeling through unsupervised learning ↗ · 2022 · Tavakoli, Arash et al. · indexed
980. Tremor Eye Movements as an Objective Marker of Driver’s Fatigue ↗ · 2022 · Lyapunov, S. I. et al. · indexed
981. Driver Drowsiness Detection Using Deep Learning * ↗ · 2024 · Singh, Saurabh Kumar et al. · indexed
982. Real Time Driver Drowsiness Detection with Alert Sound Using Image Processing ↗ · 2023 · K. B, Subisha et al. · indexed
983. System for detecting driver’s drowsiness, fatigue and inattention ↗ · 2021 · Arsic, Aleksa et al. · indexed
984. A New Approach for a Real-Time Non-Invasive Fatigue Assessment System for Automated Driving ↗ · 2018 · Feldhütter, Anna et al. · indexed
985. Implementation of the Drowsy Driving Prevention System using AI-Based Conversations to Maintain Driver Arousal · 2024 · Noriki Uchida et al. · archived
986. Detecting slow eye movements using multi-scale one-dimensional convolutional neural network for driver sleepiness detection ↗ · 2023 · Jiao, Yingying et al. · indexed
987. Unsupervised Blink Detection and Driver Drowsiness Metrics on Naturalistic Driving Data ↗ · 2020 · Dari, Simone et al. · indexed
988. Sleep deficiency and motor vehicle crash risk in the general population: a prospective cohort study · 2018 · Gottlieb, Daniel J. et al. · archived
989. Deep CNN Based Approach for Driver Drowsiness Detection ↗ · 2022 · R, Jumana et al. · indexed
990. Smart phone application for drowsiness detection during driving ↗ · 2017 · Guksa, Baris et al. · indexed
991. FATIGUE AND DRIVING ↗ · 1961 · Crawford, A. · indexed
992. VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation ↗ · 2020 · Ko, Wonjun et al. · indexed
993. Driver fatigue and highway driving: A simulator study ↗ · 2008 · Ting, Ping-Huang et al. · indexed
994. Music as a countermeasure to fatigue: A driving simulator study · 2024 · Orsini, Federico et al. · archived
995. EEG_DMNet: A Deep Multi-Scale Convolutional Neural Network for Electroencephalography-Based Driver Drowsiness Detection ↗ · 2024 · Obaidan, Hanan Bin et al. · indexed
996. Fatigue in transportation operations: A contextual factors survey among Iranian suburban drivers ↗ · 2023 · Khanehshenas, Farin et al. · indexed
997. Can Frequency Domain Heart Rate Measures Detect Impaired Driver Performance? ↗ · 2013 · Heinze, C et al. · indexed
998. Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals ↗ · 2014 · Lee, Boon-Giin et al. · indexed
999. A study on warning sound for drowsiness driving prevention system ↗ · 2018 · Ann, Ik-Soo · indexed
1000. Fatigue and Secondary Media Impacts in the Automated Vehicle: A Multidimensional State Perspective ↗ · 2023 · Neubauer, Catherine et al. · indexed
1001. A Review on Driver Face Monitoring Systems for Fatigue and Distraction Detection ↗ · 2014 · Sigari, Mohamad-Hoseyn et al. · indexed
1002. Statistics analysis and eigenvalue construction of EEG for driving fatigue by fuzzy entropy arithmetic ↗ · 2011 · Zhong, Mingen et al. · indexed
1003. Sleepiness Behind the Wheel and the Implementation of European Driving Regulations ↗ · 2021 · McNicholas, Walter T. · indexed
1004. Camera-Based Eye Blink Detection Algorithm for Assessing Driver Drowsiness ↗ · 2019 · Baccour, Mohamed Hedi et al. · indexed
1005. Driver Drowsiness Detection Based on Eye Analysis ↗ · 2018 · Ursulescu, Oana et al. · indexed
1006. Subtractive fuzzy classifier based driver drowsiness levels classification using EEG ↗ · 2013 · Murugappan, M. et al. · indexed
1007. Effect of cognitive arousal on sleep latency, somatic and cortical arousal following partial sleep deprivation ↗ · 2004 · Valck, Elke De et al. · indexed
1008. Evaluation of the sensitivity ocular and performance indicators for driver fatigue assessment in a driving simulator ↗ · 2026 · Didin, Fatin Saffanah et al. · indexed
1009. Driving-Induced Neurological Biomarkers in an Advanced Driver-Assistance System ↗ · 2021 · Hussain, Iqram et al. · indexed
1010. Estimate vigilance level in driving simulation based on sparse representation ↗ · 2010 · Liu, Hong-Jun et al. · indexed
1011. 0226 Effect of Wake Extension and Short Recovery Sleep on Objective Vigilance and Subjective Sleepiness in Young Adolescents ↗ · 2023 · Dionisos, Victoria et al. · indexed
1012. Sustained Attention Performance during Sleep Deprivation Associates with Instability in Behavior and Physiologic Measures at Baseline ↗ · 2014 · Chua, Eric Chern-Pin et al. · indexed
1013. Combining EEG and eye-tracking for cognitive and physiological states monitoring: a systematic review · 2026 · Rivas-Vidal, Maria et al. · archived
1014. Driver Exhaustion Detection Systems ↗ · 2020 · ajeer, sharija et al. · indexed
1015. Can Intermittent Video Sampling Capture Individual Differences in Naturalistic Driving? ↗ · 2013 · Aksan, Nazan et al. · indexed
1016. Prevalence of motor vehicle crashes involving drowsy drivers, United States, 1999–2008 ↗ · 2012 · Tefft, Brian Christopher · indexed
1017. Driver fatigue detection : A survey ↗ · 2009 · Coetzer, R.C. et al. · indexed
1018. Driver State Monitoring for Decreased Fitness to Drive ↗ · 2020 · Lenné, Michael G. et al. · indexed
1019. The Relationship between Bus Drivers’ Improper Driving Behaviors and Abnormal Vehicle States Based on Advanced Driver Assistance Systems in Naturalistic Driving ↗ · 2020 · Wang, Tao et al. · indexed
1020. Effectiveness of a Dual Control Theoretic Driver Assistance for Attaining Safety and Identifying Driver State ↗ · 2015 · Saito, Yuichi et al. · indexed
1021. Impact of Local/Short-Haul Operations on Driver Fatigue: Field Study [TechBrief] · 2001 · NHTSA · archived
1022. Parallel Diagnosis Model of Fatigue Driving Based on Vehicle Running Status ↗ · 2013 · Zhao, Shuanfeng et al. · indexed
1023. On the efficiency of driver state monitoring systems ↗ · 2007 · Dementienko, V. V. et al. · indexed
1024. An Embedded Computer Vision Method to Extract Percentage of Eye Close for Detecting Drowsiness of a Safety Driving System ↗ · 2022 · Firdaus, Sukma et al. · indexed
1025. Driver drowsiness monitoring system using visual behaviour and machine learning ↗ · 2018 · Kumar, Ashish et al. · indexed
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1027. Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm · 2010 · Khushaba, R N et al. · archived
1028. Localized energy study for analyzing driver fatigue state based on wavelet analysis ↗ · 2007 · Zhong, Yan-Jiong et al. · indexed
1029. Predicting Drowsy Driver Break Taking During Long Drives ↗ · 2024 · Gaspar, John et al. · indexed
1030. Driver drowsiness detection system · 2026 · Dalvi, Spandan et al. · archived
1031. Sleepiness and Driving ↗ · 2019 · McCall, Catherine A. et al. · indexed
1032. Variation of the Heartbeat and Activity as an Indicator of Drowsiness at the Wheel Using a Smartwatch ↗ · 2015 · Aguilar, Sergio Rios et al. · indexed
1033. Fatigue, Sleep Restriction, and Performance in Automobile Drivers: A Controlled Study in a Natural Environment ↗ · 2003 · Philip, Pierre et al. · indexed
1034. Road Safety by Detecting Drowsiness while Driving using Machine Learning · 2025 · Pardhi, Piyush · archived
1035. EEG-based System Using Deep Learning and Attention Mechanism for Driver Drowsiness Detection ↗ · 2021 · Zhu, Miankuan et al. · indexed
1036. Driver Fatigue Detection Through Chaotic Entropy Analysis of Cortical Sources Obtained From Scalp EEG Signals ↗ · 2020 · Chaudhuri, Aritra et al. · indexed
1037. Sleep-deprived motor vehicle operators are unfit to drive: a multidisciplinary expert consensus statement on drowsy driving ↗ · 2016 · Czeisler, Charles A. et al. · indexed
1038. Research on driver fatigue detection ↗ · 2018 · Zhang, Ting et al. · indexed
1039. Real-time Alarm Monitoring System for Detecting Driver Fatigue in Wireless Areas · 2017 · Fu, Rongrong et al. · archived
1040. A mobile driver safety system: Analysis of single-channel EEG on drowsiness detection ↗ · 2014 · Lim, Chee-Keong Alfred et al. · indexed
1041. A Realtime Driver Drowsiness Detection Application Using Facial Pattern Recognition with Inbuilt Map, Navigation System and Location Features. ↗ · 2023 · F, Ajayi Oluwabukola et al. · indexed
1042. S15 An office based advanced driving simulator to assess driving performance in Obstructive Sleep Apnoea Syndrome (OSAS): a pilot study ↗ · 2010 · Ghosh, D. et al. · indexed
1043. Drowsiness Detection of Cab Driver ↗ · 2019 · Banumathi, J. · indexed
1044. Psychomotor Vigilance Testing of Professional Drivers in the Occupational Health Clinic ↗ · 2012 · Zhang, Chunbai et al. · indexed
1045. Toward practical driving fatigue detection using three frontal EEG channels: a proof-of-concept study ↗ · 2021 · Liu, Xucheng et al. · indexed
1046. The influence of switching task goals on driver’s vigilance decrement · 2019 · Kinosada, Yasunori · archived
1047. Effects of sleep deprivation and hazard types on the hazard perception of young novice drivers: An ERP study ↗ · 2024 · Sun, Long et al. · indexed
1048. Advanced Alarm Method Based on Driver’s State in Autonomous Vehicles ↗ · 2021 · Han, Ji-Hyeok et al. · indexed
1049. On-line identification of driver state for lane-keeping tasks ↗ · 2005 · Pilutti, T. et al. · indexed
1050. Impaired Vigilance in Patients with Narcolepsy Type 1: A Psychomotor Vigilance Task Study ↗ · 2024 · Yu, Jiaqin et al. · indexed
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1052. Real-Time Driver Drowsiness Detection and Alert System ↗ · 2021 · Jose, Jitha · indexed
1053. Understanding the Interactions Between Driving Behavior and Well-Being in Daily Driving: Causal Analysis of a Field Study (Preprint) ↗ · 2022 · Stephan, Paul et al. · indexed
1054. EEG-based fuzzy neural network estimator for driving performance ↗ · 2005 · Ruei-Cheng Wu et al. · indexed
1055. Reproducibility of the spectral components of the electroencephalogram during driver fatigue ↗ · 2004 · Lal, Saroj K.L. et al. · indexed
1056. Increase in regularity and decrease in variability seen in electroencephalography (EEG) signals from alert to fatigue during a driving simulated task · 2008 · Tran, Y. et al. · archived
1057. Influencing Alertness Through Remote Coaching for Professional Drivers ↗ · 2025 · Filtness, Ashleigh et al. · indexed
1058. Sistema Automático Para la Detección de Distracción y Somnolencia en Conductores por Medio de Características Visuales Robustas ↗ · 2017 · Villán, Alberto Fernández et al. · indexed
1059. Real-Time Vehicle Driver Drowsiness Prediction Using Image Processing ↗ · 2022 · Sathya, Dr.R. · indexed
1060. Impaired alertness and performance driving home from the night shift: a driving simulator study ↗ · 2005 · Åkerstedt, Torbjörn et al. · indexed
1061. Portable Drowsiness Detection through Use of a Prefrontal Single-Channel Electroencephalogram ↗ · 2018 · Ogino, Mikito et al. · indexed
1062. Non-REM sleep-disordered breathing affects performance on the psychomotor vigilance task ↗ · 2017 · Kitamura, Takuro et al. · indexed
1063. Estimation of Eye Closure Degree Using EEG Sensors and Its Application in Driver Drowsiness Detection ↗ · 2014 · Li, Gang et al. · indexed
1064. Common Neural Correlates for Subjective and Objective Sleepiness Indices: A Functional Connectivity Study ↗ · 2025 · Motomura Y et al. · indexed
1065. An embedded intelligence engine for driver drowsiness detection ↗ · 2022 · Vadlamudi, Shirisha et al. · indexed
1066. EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training · 2019 · Cui, Yuqi et al. · archived
1067. Real-Time Drowsiness Detection System for Driver Monitoring ↗ · 2020 · Arunasalam, M et al. · indexed
1068. Drowsiness Detection System Using Deep Learning ↗ · 2024 · T, Sudha et al. · indexed
1069. Multimodal Approach for Inattentive Driver Detection ↗ · 2019 · Al-Naimi, Ibrahim et al. · indexed
1070. Technologies for detecting and monitoring drivers' states: A systematic review ↗ · 2024 · AL-Quraishi, Maged S. et al. · indexed
1071. Deep Learning for Single-Channel EEG-Based Driver Drowsiness: Comparative Study ↗ · 2022 · Latreche, Imene et al. · indexed
1072. Sleep loss and change detection in simulated driving ↗ · 2020 · Filtness, A. J. et al. · indexed
1073. Review of approaches to the problem of driver fatigue and drowsiness ↗ · 2015 · Mashko, Alina · indexed
1074. Exploring the fatigue affecting electroencephalography based functional brain networks during real driving in young males ↗ · 2019 · Chen, Jichi et al. · indexed
1075. Driver drowsiness monitoring by learning vehicle telemetry data ↗ · 2017 · Vasudevan, Kashyap et al. · indexed
1076. An Analysis of Driving Performance Measures Used to Assess the Effects of Medications on Drowsiness, Sedation and Driving Impairment ↗ · 2001 · Watson, Ginger S et al. · indexed
1077. Comprehnsive Measurement and Evidential Evaluation of Driver Drowsiness and Alertness Warning System ↗ · 2026 · Balasubrahmanyan, Chappagadda et al. · indexed
1078. Driver Drowsiness Detection using Machine Learning with Visual Behaviour ↗ · 2021 · Phulari, Shivanand · indexed
1079. A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis · 2021 · Zhang, Ce et al. · archived
1080. Effects of Partial Sleep Deprivation on Braking Response of Drivers in Hazard Scenarios ↗ · 2020 · Mahajan, Kirti et al. · indexed
1081. Steering Wheel Behavior Based Estimation of Fatigue ↗ · 2009 · Krajewski, Jarek et al. · indexed
1082. Research On Vehicle-Based Driver Status/Performance Monitoring, Part I · 1996 · Wierwille, Walter W. et al. · archived
1083. Driver education: Enhancing knowledge of sleep, fatigue and risky behaviour to improve decision making in young drivers ↗ · 2018 · Alvaro, Pasquale K. et al. · indexed
1084. Driver Alertness and Fatigue: Summary of Completed Research Projects, 1995-98 · 2000 · NHTSA · archived
1085. Application of modulated vibration to restore driver alertness ↗ · 2024 · Zou, K. et al. · indexed
1086. Monitoring Driver Fatigue Via Driving Performance ↗ · 2020 · Fairclough, Stephen · indexed
1087. Fatigue Driving State Detection Based on Spatial Characteristics of EEG Signals ↗ · 2024 · Chang, Wenwen et al. · indexed
1088. Cumulative sleep restriction and subsequent recovery sleep: Effects on subjective sleepiness, vigilance, and executive functions ↗ · 2023 · Mishra, Swapnil et al. · indexed
1089. Driver Fatigue Detection Based On Eye State Recognition Using Convolutional Neural Network ↗ · 2019 · Sharan, S S et al. · indexed
1090. Driver-Independent Assessment of Arousal States from Video Sequences Based on the Classification of Eyeblink Patterns ↗ · 2008 · Nopsuwanchai, Roongroj et al. · indexed
1091. Further Evidence That Sleep Deprivation Effects and the Vigilance Decrement Are Functionally Equivalent: Comment on Altmann (2018) ↗ · 2018 · Gunzelmann, Glenn et al. · indexed
1092. 0653 WORSENING PSYCHOMOTOR VIGILANCE AFTER BRIEF NAPS IN HYPERSOMNOLENT PATIENTS: MSLT NAP CORRELATES ↗ · 2017 · Saini, P et al. · indexed
1093. Analysis of Driver Drowsiness Detection System by using Soft Computing ↗ · 2017 · Bhagat, Sapna et al. · indexed
1094. Smartwatch-Based Wearable EEG System for Driver Drowsiness Detection ↗ · 2015 · Li, Gang et al. · indexed
1095. Adaptive Driver Vigilance Surveillance System · 2025 · Bodhale, U.N. et al. · archived
1096. A NEW INTELLIGENT DRIVER VIGILANCE SYSTEM DESIGN USING TILT SENSORS · 2025 · Zuhair Ghazi Zahid, Ali et al. · archived
1097. Driver Monitoring of Automated Vehicles by Classification of Driver Drowsiness Using a Deep Convolutional Neural Network Trained by Scalograms of ECG Signals ↗ · 2022 · Arefnezhad, Sadegh et al. · indexed
1098. Attention State Related EEG Spectrum and Pupil Size in Vigilance Task ↗ · 2017 · ZHANG, De-qian et al. · indexed
1099. Research on driver's passive fatigue under the condition of autonomous driving based on eye movement and ECG ↗ · 2021 · Huang, Pengxu et al. · indexed
1100. Preventing the risks of monotony related fatigue while driving through gamification · 2019 · Bier, Lukas et al. · archived
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1102. Drowsiness Transitions Detection Using a Wearable Device ↗ · 2023 · Antunes, Ana Rita et al. · indexed
1103. Driver Fatigue State Detection Based on Facial Key Points ↗ · 2019 · Zhang, Nana et al. · indexed
1104. A systematic review of the effect of various interventions on reducing fatigue and sleepiness while driving ↗ · 2017 · Hashemi Nazari, Seyed Saeed et al. · indexed
1105. Drivers' fatigue studies ↗ · 1997 · Milošević, Špiro · indexed
1106. Psychometric properties of the Attitudes and Beliefs about Sleepy Driving Scale in Chinese drivers and its relationships with driving behaviours ↗ · 2022 · Zhao, Chunyue et al. · indexed
1107. The Evolution of Driver Monitoring Systems: A Shortened Story on Past, Current and Future Approaches How Cars Acquire Knowledge About the Driver's State ↗ · 2020 · Manstetten, Dietrich et al. · indexed
1108. Driver body condition monitoring system based on human-computer interaction · 2024 · Hou, Zhenyang et al. · archived
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1110. A dataset on the physiological state and behavior of drivers in conditionally automated driving ↗ · 2023 · Meteier, Quentin et al. · indexed
1111. Structural analysis of driver fatigue behavior: A systematic review ↗ · 2023 · Zhang, Hui et al. · indexed
1112. An Attention Deep Learning Framework Based Drowsiness Detection Model for Intelligent Transportation System ↗ · 2022 · Ganguly, Biswarup et al. · indexed
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1114. Implementation of the EAR Method in Detecting Drowsiness in Vehicle Drivers ↗ · 2024 · Suryowinoto, Andy et al. · indexed
1115. Fidelity of Information Processing on a Psychomotor Vigilance Task Predicts Changes in Self-Reported Sleepiness Ratings ↗ · 2021 · Nielson, Spencer A et al. · indexed
1116. Are long-haul truck drivers unusually alert? A comparison with long-haul airline pilots ↗ · 2020 · Sallinen, Mikael et al. · indexed
1117. Effect Of Driving Duration On Eeg Fluctuations · 2017 · Puspasari, Maya Arlini et al. · archived
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1119. 0301 Different Indices of Vigilant Attention During Sleep Deprivation: Evidence of Multiple Vigilance Constructs? ↗ · 2020 · Lawrence-Sidebottom, D et al. · indexed
1120. STUDY OF EEG OF BUS DRIVERS WHILE DRIVING AND AT REST · 1967 · SUENAGA, KAZUO et al. · archived
1121. Distracted and unfocused driving in supervised and unsupervised teen drivers: Associations with sleep, inattention, and cognitive disengagement syndrome symptoms ↗ · 2024 · Beanland, Vanessa et al. · indexed
1122. Driver Drowsiness Detection and Warning using Facial Features and Hand Gestures ↗ · 2023 · Agarkar, Arpit S et al. · indexed
1123. A Hybrid Approach Based on Behavioural and Physiological Data for Driver Monitoring Systems ↗ · 2022 · Montanaro, Salvatore et al. · indexed
1124. Research on Influencing Factors of Fatigue Driving Based on Decision Tree ↗ · 2021 · Wen, Yanjie et al. · indexed
1125. Predicting driver fatigue using HRV measures and machine learning. · 2026 · Puspasari, MA et al. · archived
1126. Driver Drowsiness Warning Based on Electrocardiosignals Analysis ↗ · 2021 · Mardanov, R. R. et al. · indexed
1127. Research on drowsiness detection in UAV operators based on the random decision forest method · 2026 · Wojtowicz, Konrad et al. · archived
1128. DROWSINESS DETECTION AND MONITORING SYSTEM · 2020 · Ghole, Uzair et al. · archived
1129. Rumble Strips in Centre of the Lane and the Effect on Sleepy Drivers ↗ · 2011 · ANUND, Anna et al. · indexed
1130. Gaze dynamics reveal age-related physiological patterns across driving events ↗ · 2026 · Strle, Gregor et al. · indexed
1131. DROWSY DRIVER DETECTION SYSTEM – VIA FACIAL RECOGNITION AND DRIVING DATA ↗ · 2024 · Azharudin, Nur Iman Kamila et al. · indexed
1132. Driver Drowsiness Detection Model System Using E.A.R ↗ · 2022 · Pradhan, Rahul et al. · indexed
1133. Enhanced ALIVE Mind Controller and Machine Learning to Detect Drowsiness While Driving ↗ · 2022 · Rezgui, Jihene et al. · indexed
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1135. Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system ↗ · 2017 · Min, Jianliang et al. · indexed
1136. Physiological signal analysis for fatigue level of experienced and inexperienced drivers ↗ · 2016 · Li, Rui et al. · indexed
1137. Drowsy Driving Detection by EEG Analysis Using Wavelet Transform and K-means Clustering ↗ · 2014 · Gurudath, Nikita et al. · indexed
1138. Psychophysiological investigation of vigilance decrement: Boredom or cognitive fatigue? ↗ · 2008 · Pattyn, Nathalie et al. · indexed
1139. Deconstructing Driver State in Smart Cockpits: Physiological Validation of Perceived Risk, Trust, and Fatigue during Automated Driving ↗ · 2025 · Wang, Zhenyuan et al. · indexed
1140. Assessment of early onset of driver fatigue using multimodal fatigue measures in a static simulator ↗ · 2014 · Jagannath, M. et al. · indexed
1141. Drowsy driver detection system using eye blink patterns · 2010 · Danışman, Taner et al. · archived
1142. Detecting slow eye movement for recognizing driver's sleep onset period with EEG features ↗ · 2016 · Jiao, Yingying et al. · indexed
1143. Drowsiness Monitoring with EEG-Based MEMS Biosensing Technologies ↗ · 2010 · Chang, Chih-Wei et al. · indexed
1144. Comparison of sustained attention assessed by auditory and visual psychomotor vigilance tasks prior to and during sleep deprivation ↗ · 2010 · JUNG, CHRISTOPHER M. et al. · indexed
1145. Counteracting driver fatigue in the context of conditional automated driving: an individualized and overarching approach ↗ · 2026 · Loew, Alexandra et al. · indexed
1146. Fatigue at the wheel: A non-visual approach to truck driver fatigue detection by multi-feature fusion ↗ · 2024 · He, Chen et al. · indexed
1147. Research and Application of Fatigue Driving Monitoring and Emergency Treatment ↗ · 2017 · Zhang, Fei et al. · indexed
1148. Cross-Subject Zero Calibration Driver’s Drowsiness Detection: Exploring Spatiotemporal Image Encoding of EEG Signals for Convolutional Neural Network Classification · 2021 · Paulo, Joao Ruivo et al. · archived
1149. Vulnerability in Vigilance Fluctuations During Daytime: Evidence From Behaviour and Resting‐State <scp>EEG</scp> ↗ · 2026 · Gong, Yanlin et al. · indexed
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1151. Research on Method of Fatigued Driving Detection ↗ · 2018 · Zou, Jiancheng et al. · indexed
1152. Cognitive load during driving: EEG microstate metrics are sensitive to task difficulty and predict safety outcomes · 2024 · Ma, Siwei et al. · archived
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1161. Driver Drowsiness Detection Using Matlab ↗ · 2019 · Rajahrajasingh, Hanojhan · indexed
1162. EEG-Based Cross-Subject Driver Drowsiness Recognition With an Interpretable Convolutional Neural Network · 2023 · Cui, Jian et al. · archived
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1165. An Efficient Drowsiness Detection Framework for Improving Driver Safety Through Supervised Learning Models ↗ · 2025 · Harb, Hassan · indexed
1166. Online Detection of Driver Fatigue Based on Reaction Time: Designing a Monitoring and Early-Warning System ↗ · 2020 · Guo, Mengzhu et al. · indexed
1167. A Mobile Application for Driver's Drowsiness Monitoring based on PERCLOS Estimation ↗ · 2019 · Soares, Gabriel et al. · indexed
1168. Deep Learning Review on Drivers Drowsiness Detection ↗ · 2019 · Ukwuoma, Chiagoziem C. et al. · indexed
1169. Psychomotor Vigilance Task Demonstrates Impaired Vigilance in Disorders with Excessive Daytime Sleepiness ↗ · 2014 · Thomann, Janine et al. · indexed
1170. Sensing Technologies and Physiological Parameters for Real-Time Driver Drowsiness Detection: A Comprehensive Review. ↗ · 2026 · El Sahmarany, L et al. · indexed
1171. A Novel Approach to Detect Driver Drowsiness Using Transfer Learning and Hybrid Features ↗ · 2024 · S, Priyanka et al. · indexed
1172. Driver Drowsiness Detection using Percentage Eye Closure Method ↗ · 2020 · Sankaran, K.Sakthidasan et al. · indexed
1173. P10 - Optimizing the Design of a Multi-Sensor System for On-Line Driver State and Drowsiness Detection ↗ · 2014 · Li, L. et al. · indexed
1174. Lessons About Sleepiness and Driving from the Selby Rail Disaster Case:<i>R v Gary Neil Hart</i> ↗ · 2004 · Rajaratnam, S. M. W. et al. · indexed
1175. Driver Drowsiness Warning System Using Visual Information for Both Diurnal and Nocturnal Illumination Conditions · 2010 · Flores, MarcoJavier et al. · archived
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1177. Support Vector Machine Based Intelligent Driver Drowsiness Monitoring System ↗ · 2020 · Gandavadi, Kaushal · indexed
1178. The Effect of Passenger Interaction on Situation Awareness and Driving Performance in Sleep-Deprived Condition ↗ · 2019 · Rizalmi, Sigit Rahmat et al. · indexed
1179. Correlation between subjective driver state measures and psychophysiological and vehicular data in simulated driving ↗ · 2016 · Schmidt, Elisabeth et al. · indexed
1180. Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue ↗ · 2004 · Ji, Q. et al. · indexed
1181. Driver Monitoring of Automated Vehicles by Classification of Driver Drowsiness using a Deep Convolutional Neural Network Trained by Scalograms of ECG Signals ↗ · 2021 · Arefnezhad, Sadegh et al. · indexed
1182. Sleep inertia measurement with the psychomotor vigilance task in idiopathic hypersomnia ↗ · 2021 · Evangelista, Elisa et al. · indexed
1183. Driver Fatigue Eeg Fuzzy Entropy Feature Analysis Based on Sliding Window · 2017 · Mu, Zhendong · archived
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1186. Driver Situation Awareness and Perceived Sleepiness during Truck Platoon Driving – Insights from Eye-tracking Data ↗ · 2021 · Castritius, Sarah-Maria et al. · indexed
1187. Real-time driver drowsiness detection using transformer architectures: a novel deep learning approach · 2025 · Hassan, Osama F. et al. · archived
1188. Driver Drowsiness Detection Using Convolutional Neural Networks ↗ · 2020 · Kepesiova, Zuzana et al. · indexed
1189. The impact of sleep deprivation and alcohol on driving: a comparative study ↗ · 2020 · Lowrie, Joanna et al. · indexed
1190. Driver Drowsiness Estimation Based on Hybrid Feature Extraction and Light weighted Dense Convolutional Network ↗ · 2022 · Sharanabasappa et al. · indexed
1191. Microneedle Array Electrode-Based Wearable EMG System for Detection of Driver Drowsiness through Steering Wheel Grip ↗ · 2021 · Satti, Afraiz Tariq et al. · indexed
1192. Sleepiness and the risk of road traffic accidents: A systematic review and meta-analysis of previous studies ↗ · 2018 · Moradi, Ali et al. · indexed
1193. Impact of free-choice non-driving related activities on driver fatigue and performance in the context of conditional automated driving ↗ · 2025 · Loew, Alexandra et al. · indexed
1194. The Psychomotor Vigilance Test as a measure of alertness and sleep inertia in people with central disorders of hypersomnolence ↗ · 2022 · Trotti, Lynn Marie et al. · indexed
1195. Deep CNN: A Machine Learning Approach for Driver Drowsiness Detection Based on Eye State ↗ · 2019 · Chirra, Venkata et al. · indexed
1196. Real-Time Driver-Drowsiness Detection System Using Facial Features ↗ · 2019 · Deng, Wanghua et al. · indexed
1197. Driver Drowsiness Identification by Means of Passive Techniques for Eye Detection and Tracking ↗ · 2010 · Cristiani, Andrea et al. · indexed
1198. Fatigue, Sleepiness, and Performance in Simulated Versus Real Driving Conditions ↗ · 2005 · Philip, Pierre et al. · indexed
1199. Detecting driver mental fatigue based on Electroencephalogram (EEG) signals during simulated driving ↗ · 2021 · Pradeep Kumar, S et al. · indexed
1200. Recognition Algorithm of Driving Fatigue Related Problems Based on EEG Signals ↗ · 2018 · Li, Yun · indexed
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1203. A Review of Fatigue Driving Detection Based on Electrooculogram ↗ · 2021 · Tian, Yuanyuan et al. · indexed
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1205. Monitoring Driver’s Vigilance Level Using Real-Time Facial Expression and Deep Learning Techniques ↗ · 2020 · Al-Dweik, Arafat et al. · indexed
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1210. Next-Day Effects of Social Drinking on Driver Fatigue and Driving Performance · 2026 · Ahlström, Christer et al. · archived
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1219. A Review on Deep Learning Techniques for EEG-Based Driver Drowsiness detection systems · 2024 · Latreche, Imene et al. · archived
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1231. Real Time Driver Drowsiness Detection System using OpenCV ↗ · 2021 · H, Ritish · indexed
1232. Dissociable brainstem functional connectivity changes correlate with objective and subjective vigilance decline after total sleep deprivation in healthy male subjects ↗ · 2023 · Wu, Yuxin et al. · indexed
1233. Feasibility of smart wearables for driver drowsiness detection and its potential among different age groups ↗ · 2020 · Kundinger, Thomas et al. · indexed
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1236. Understanding Influences of Driving Fatigue on Driver Fingerprinting Identification Through Deep Learning ↗ · 2023 · Sun, Yifan et al. · indexed
1237. A Comparative Analysis of Revealing Temporal Patterns for Driver Drowsiness Detection ↗ · 2022 · Tufekci, Gulin et al. · indexed
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1244. Driver Drowsiness Detection System Using Deep Neural Network ↗ · 2022 · Nalavade, Jagannath E. et al. · indexed
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1246. Driver Fatigue Detection based on Eye State Analysis ↗ · 2008 · Du, Yong et al. · indexed
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1257. Drowsiness Detection using Computer Vision ↗ · 2023 · Karwayun, Prof. (Dr.) Ragini · indexed
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1260. Kernelized Fuzzy Rough Sets Based Yawn Detection for Driver Fatigue Monitoring ↗ · 2011 · Du, Yong et al. · indexed
1261. Driver Workload Estimation Using Driver Physiological-Performance-Subjective Reaction ↗ · 2022 · IWASAKI, Haruma et al. · indexed
1262. Driving Attention State Detection Based on GRU-EEGNet ↗ · 2024 · Wu, Xiaoli et al. · indexed
1263. Highway Hypnosis Detection and Prevention System ↗ · 2024 · Dutta, Priyam et al. · indexed
1264. Driver Drowsiness Monitoring and Detecting System Using Deep Neural Network ↗ · 2023 · M, Swetha et al. · indexed
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1267. Literature review of driving fatigue research based on bibliometric analysis ↗ · 2024 · Guo, Fengxiang et al. · indexed
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1298. Hierarchical HMMs on Eyes for Driver Drowsiness Detection ↗ · 2020 · Gong, Wei et al. · indexed
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1305. Sleep habits and road traffic accident risk for Iranian occupational drivers · 2015 · Ebrahimi, Mohammad Hossein et al. · archived
1306. Sleepiness, Sleep-disordered Breathing, and Accident Risk Factors in Commercial Vehicle Drivers ↗ · 2004 · Howard, Mark E. et al. · indexed
1307. Predicting lapses of attention with sleep-like slow waves ↗ · 2021 · Andrillon, Thomas et al. · indexed
1308. Driver Drowsiness Detection System Using Deep Learning Based on Visual Facial Features ↗ · 2021 · Mahmoud, Mahamad Salah et al. · indexed
1309. Eye tracking system to detect driver drowsiness ↗ · 2015 · Nguyen, T. P. et al. · indexed
1310. A resting-state EEG dataset for sleep deprivation · 2024 · Xiang, Chuqin et al. · archived
1311. Bringing a Vehicle to a Controlled Stop: Effectiveness of a Dual-Control Scheme for Identifying Driver Drowsiness and Executing Safety Control under Hands-off Partial Driving Automation ↗ · 2023 · Saito, Yuichi et al. · indexed
1312. EEG alpha spindle measures as indicators of driver fatigue under real traffic conditions ↗ · 2011 · Simon, Michael et al. · indexed
1313. Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving ↗ · 2023 · Giorgi, Andrea et al. · indexed
1314. An EEG Based Vehicle Driving Safety System Using Automotive CAN Protocol · 2015 · SBCE et al. · archived
1315. A Hybrid Model Utilizing Principal Component Analysis and Artificial Neural Networks for Driving Drowsiness Detection ↗ · 2022 · Huang, Yanwen et al. · indexed
1316. Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks ↗ · 2019 · Wijnands, Jasper S. et al. · indexed
1317. Driver-vehicle interfacial dynamics: a robust cue for driver fatigue ↗ · 2011 · Haque, M.A. et al. · indexed
1318. Using Cool Stimulation as a Strategy to Keep High Vigilance Level of High-Speed Railway Driver ↗ · 2025 · Guo, Zizheng et al. · indexed
1319. Risk factors associated with sleep-disordered breathing in professional truck drivers whose collisions were attributed to microsleep-related behaviors while driving ↗ · 2023 · Sawatari, Hiroyuki et al. · indexed
1320. Daytime sleepiness: a risk factor in community life ↗ · 1992 · Martikainen, Kirsti et al. · indexed
1321. Wearable biosensor monitoring of driver fatigue in intelligent transport systems: A systematic review and IoT framework · 2026 · Vovk, Yaroslav et al. · archived
1322. Fatigue and Distracted Driving Recognition Method Based on Multimodal Information Fusion ↗ · 2025 · Guan, Deyong et al. · indexed
1323. Exploiting heart rate variability for driver drowsiness detection using wearable sensors and machine learning · 2025 · AlArnaout, Zakwan et al. · archived
1324. Multiplex Limited Penetrable Horizontal Visibility Graph from EEG Signals for Driver Fatigue Detection · 2019 · Cai, Qing et al. · archived
1325. Physiological Measurements for Real-Time Fatigue Monitoring in Train Drivers: Review of the State of the Art and Reframing the Problem ↗ · 2021 · Bjegojević, Bojana et al. · indexed
1326. Optimized driver safety through driver fatigue detection methods ↗ · 2017 · Wathiq, Omar et al. · indexed
1327. Vision-based method for detecting driver drowsiness and distraction in driver monitoring system ↗ · 2011 · Jo, Jaeik · indexed
1328. Mitigating Passive Fatigue in Conditional Automated Driving: Effects of Conversation tasks on Driver Arousal and Attention ↗ · 2026 · Meng, Xiao et al. · indexed
1329. The Electrocortical Correlates of Daydreaming During Simulated Driving Tasks ↗ · 2013 · Zhao, Guozhen et al. · indexed
1330. A user-centered drowsy-driver detection and warning system ↗ · 2003 · Ayoob, Ellen M. et al. · indexed
1331. Driver Drowsiness Detection ↗ · 2022 · Sakshi Bhoir et al. · indexed
1332. Driver Drowsiness Estimation Based on Factorized Bilinear Feature Fusion and a Long-Short-Term Recurrent Convolutional Network ↗ · 2020 · Chen, Shuang et al. · indexed
1333. Detection of Driver Drowsiness using Eye Blink Sensor ↗ · 2018 · Kumari B.M, Kusuma et al. · indexed
1334. Spontaneous Driver Fatigue Discernment System Using Artificial Intelligence ↗ · 2022 · Kumar, Rishabh et al. · indexed
1335. Kinesthesia in a sustained-attention driving task · 2014 · Chuang, Chun‐Hsiang et al. · archived
1336. Real-time evaluation of driver’s alertness on highways ↗ · 2011 · Larue, G. S. et al. · indexed
1337. Characterizing fatigue-related neural signatures via multi-band EEG features and a three-stage feature optimization strategy for driver fatigue detection ↗ · 2026 · Chen, Jichi et al. · indexed
1338. S47 Comparing Coping Strategies While Driving in Patients with Obstructive Sleep Apnoea Syndrome (OSAS) and in Healthy Controls: Abstract S47 Table 1 ↗ · 2012 · Dwarakanath, A et al. · indexed
1339. Calibrated to drive: Measuring self-assessed driving ability and perceived workload after prolonged sitting and sleep restriction ↗ · 2024 · Tuckwell, Georgia A. et al. · indexed
1340. Prevalence of Fatigue and Its Determinants among Chemical Transportation Drivers in Chonburi · 2017 · Phatrabuddha, Sujee et al. · archived
1341. Fusion of Optimized Indicators from Advanced Driver Assistance Systems (ADAS) for Driver Drowsiness Detection ↗ · 2014 · Daza, Iván et al. · indexed
1342. Estimate of Driver's Alertness Level Using Fuzzy Method ↗ · 1994 · Yamamoto, Keiichi et al. · indexed
1343. Detecting Driver Fatigue in Real Time: An OpenCV and Keras Implementation ↗ · 2024 · Indhumathi, P. et al. · indexed
1344. Detection methods for a low-cost accelerometer-based approach for driver drowsiness detection ↗ · 2014 · Lawoyin, Samuel et al. · indexed
1345. Reduction in Arousal Level of a Driver ↗ · 1992 · Kamiya, Koichi et al. · indexed
1346. Association of body mass index, sleep quantity, sleep quality and sleepiness among express bus driver ↗ · 2010 · Mani, K et al. · indexed
1347. Mobile-Based Driver Sleepiness Detection Using Facial Landmarks and Analysis of EAR Values ↗ · 2020 · Huda, Choirul et al. · indexed
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1349. Wearable Sensors for Evaluating Driver Drowsiness and High Stress ↗ · 2019 · Becerra-Sánchez, Enriqueta Patricia et al. · indexed
1350. The road to fatigue: circumstances leading to fatigue accidents ↗ · 2019 · Fell, D · indexed
1351. No Evidence That Sleep Deprivation Effects and the Vigilance Decrement Are Functionally Equivalent: Comment on Veksler and Gunzelmann (2017) ↗ · 2017 · Altmann, Erik M. · indexed
1352. A Morphological Method for Driver Fatigue Monitoring ↗ · 2024 · Wu, Wen-Yen · indexed
1353. Evaluation of Fatigue in Older Drivers Using a Multimodal Medical Sensor and Driving Simulator ↗ · 2024 · Yoshida, Yutaka et al. · indexed
1354. DRIVER SLEEPINESS AND RISK OF MOTOR VEHICLE CRASH INJURIES: A POPULATION-BASED CASE CONTROL STUDY IN FIJI ↗ · 2012 · Herman, J et al. · indexed
1355. Driver Hypo-vigilance Detection Based on Eyelid Behavior ↗ · 2009 · Sigari, Mohamad Hoseyn · indexed
1356. Truck Driver Fatigue Management Survey Appendix · 2006 · NHTSA · archived
1357. Driver Drowsiness Detection Using Deep Learning ↗ · 2021 · Pawar, Rupali et al. · indexed
1358. Driver Drowsiness Detection (SLEEP GUARDIAN) ↗ · 2024 · Pandey, Vishal · indexed
1359. Driver vigilance estimation with Bayesian LSTM Auto-encoder and XGBoost using EEG/EOG data ↗ · 2022 · Zeghlache, Rachid et al. · indexed
1360. Spatiotemporal Characteristics of Event-Related Potentials Triggered by Unexpected Events during Simulated Driving and Influence of Vigilance ↗ · 2021 · Seo, Pukyeong et al. · indexed
1361. Drunk driving and drowsiness detection ↗ · 2017 · Charniya, Nadir N. et al. · indexed
1362. Drivers’ Attention Assessment by Blink Rate Measurement from EEG Signals ↗ · 2022 · Affanni, Antonio et al. · indexed
1363. Real-time drowsiness detection system for an intelligent vehicle ↗ · 2008 · Flores, Marco Javier et al. · indexed
1364. Validity and sensitivity of a brief psychomotor vigilance test (PVT-B) to total and partial sleep deprivation · 2011 · Basner, Mathias et al. · archived
1365. Sleep Detection System for Trucks: A Real-Time Multi-Modal Data-Driven AI Framework for Driver Fatigue Monitoring · 2025 · Verma, Paras · archived
1366. Fatigue driving detection based on facial state recognition ↗ · 2023 · Wu, Yue et al. · indexed
1367. Assessing Driver Fatigue as a Factor in Road Accidents ↗ · 2007 · Sirois, William et al. · indexed
1368. Mitigating passive fatigue of monotonous driving with finger activities: A driving simulator study ↗ · 2022 · Liu, Chao et al. · indexed
1369. Review on the application of physiological and biomechanical measurement methods in driving fatigue detection ↗ · 2016 · Sanjaya, Kadek Heri et al. · indexed
1370. Vigilance decrement during the on-the-road driving tests: The importance of time-on-task in psychopharmacological research ↗ · 2012 · Verster, Joris C. et al. · indexed
1371. Real-Time Driver-Drowsiness Detection System Using Facial Features · 2019 · Deng, Wanghua et al. · archived
1372. A method for driving control authority transition for cooperative autonomous vehicle ↗ · 2015 · Koo, Yongbon et al. · indexed
1373. On-Device Multimodal Drowsy Vehicle Driver Detection and Alerting System ↗ · 2025 · Yoon, Jong-Seok et al. · indexed
1374. Modelling self-reported driver perspectives and fatigued driving via deep learning ↗ · 2021 · Zoupos, Alexandros et al. · indexed
1375. Monitoring drivers drowsiness using a wide angle lens ↗ · 2013 · Amine, Aouatif et al. · indexed
1376. Driver Drowsiness Detection based on Monitoring of Eye Blink Rate ↗ · 2022 · Baby Shamini, P et al. · indexed
1377. Standalone Wearable Driver Drowsiness Detection System in a Smartwatch ↗ · 2016 · Lee, Boon-Leng et al. · indexed
1378. Acute Sleep Deprivation and Risk of Motor Vehicle Crash Involvement · 2016 · AAA Foundation for Traffic Safety · archived
1379. EEG-based Driver Fatigue Detection ↗ · 2013 · AlZu'bi, Hamzah S. et al. · indexed
1380. Face salient points and eyes tracking for robust drowsiness detection ↗ · 2011 · Jimenez-Pinto, J. et al. · indexed
1381. Driver Fatigue Detection and Alert System using Non-Intrusive Eye and Yawn Detection ↗ · 2018 · Awasekar, Pranali et al. · indexed
1382. A Multi-Task CNN Framework for Driver Face Monitoring ↗ · 2018 · Celona, Luigi et al. · indexed
1383. Drowsiness detection of EEG signals using image-based convolutional neural network · 2023 · Hong, Yunzhe et al. · archived
1384. A Comparative Study of Classification Models for Predicting Monotonous Driver Drowsiness ↗ · 2021 · Chitra, K. et al. · indexed
1385. Driver’s Drowsiness Estimation using Nasal Skin Temperature ↗ · 2021 · Isomoto, Ryohei et al. · indexed
1386. 0622 The Psychomotor Vigilance Task as a Diagnostic Tool for Hypersomnolence ↗ · 2019 · Moron, Danielle et al. · indexed
1387. A framework for context-aware driver status assessment systems · 2013 · Craye, Céline · archived
1388. Effectiveness of Data Screening for Driver Drowsiness Estimation Using Drive Recorder ↗ · 2021 · Oishi, Hiroyuki et al. · indexed
1389. Altered K-complex morphology during sustained inspiratory airflow limitation is associated with next-day lapses in vigilance in obstructive sleep apnea ↗ · 2021 · Parekh, Ankit et al. · indexed
1390. Insomnia is associated with road accidents. Further evidence from a study on truck drivers. · 2017 · Garbarino, Sergio et al. · archived
1391. Fatigue driving detection system based on EEG Signal ↗ · 2021 · Jingwei, Feng · indexed
1392. A novel real-time driving fatigue detection system based on wireless dry EEG · 2018 · Wang, Hongtao et al. · archived
1393. Sensitivity of Lane Position and Steering Angle Measurements to Driver Fatigue ↗ · 2016 · Zhang, Hui et al. · indexed
1394. Driver alert state and fatigue detection by salient points analysis ↗ · 2009 · Jimenez-Pinto, Javier et al. · indexed
1395. Slow‐release caffeine as a countermeasure to driver sleepiness induced by partial sleep deprivation ↗ · 2001 · De Valck, Elke et al. · indexed
1396. Driver Drowsiness Detection System Using Yolo v11 ↗ · 2025 · Ruseno, Ndaru et al. · indexed
1397. An EEG-Based Fatigue Detection and Mitigation System · 2016 · Huang, Kuan-Chih et al. · archived
1398. Information on Drivers’ Sex Improves EEG-Based Drowsiness Detection Model ↗ · 2022 · Stancin, Igor et al. · indexed
1399. Study on the Influence of Driving Fatigue on Drivers' Effective Reaction Time ↗ · 2022 · Zhang, Zuoying · indexed
1400. Residual Attention Capsule Network for Multimodal EEG- and EOG-Based Driver Vigilance Estimation ↗ · 2023 · Pan, Jiahui et al. · indexed
1401. Deep convolutional network based real time fatigue detection and drowsiness alertness system · 2022 · Sharma, Vijay Prakash et al. · archived
1402. Real-Time Driver's Drowsiness Monitoring Based on Dynamically Varying Threshold ↗ · 2018 · Gupta, Isha et al. · indexed
1403. A REVIEW ON DROWSY DRIVING DETECTION DEVICE USING ARDUINO AND EYE-BLINK SENSOR ↗ · 2023 · Singh, Sonveer et al. · indexed
1404. Efficient Car Alarming System for Fatigue Detection during Driving ↗ · 2012 · Khan, Muhammad · indexed
1405. Non-Intrusive Driver Drowsiness Monitoring Via Artificial Neural Networks ↗ · 2008 · Culp, J. et al. · indexed
1406. Driver drowsiness is associated with altered facial thermal patterns: Machine learning insights from a thermal imaging approach ↗ · 2024 · Aghamalizadeh, Alireza et al. · indexed
1407. Electroencephalogram Based Reaction Time Prediction With Differential Phase Synchrony Representations Using Co-Operative Multi-Task Deep Neural Networks ↗ · 2019 · Reddy, Tharun Kumar et al. · indexed
1408. Nocturnal sustained attention during sleep deprivation can be predicted by specific periods of subjective daytime alertness in normal young humans ↗ · 2006 · TAILLARD, JACQUES et al. · indexed
1409. Towards a transactional ergonomics for driver stress and fatigue ↗ · 2002 · Matthews, Gerald · indexed
1410. Development of Driver State Monitoring System based on Multi-Sensor Data Fusion ↗ · 2023 · Park, Sunhong et al. · indexed
1411. Changes in Respiration Pattern Preceding Drowsiness During Driving ↗ · 2020 · YUDA, Emi et al. · indexed
1412. How to measure monotony-related fatigue? A systematic review of fatigue measurement methods for use on driving tests ↗ · 2018 · Bier, Lukas et al. · indexed
1413. Stimulation with an Intermittent Fragrance Relieves the Sleepiness of a Driver ↗ · 2011 · Susami, Kenji et al. · indexed
1414. Cascaded Convolutional Neural Network with Attention Mechanism for Mobile EEG-based Driver Drowsiness Detection System ↗ · 2019 · Ding, Sirui et al. · indexed
1415. Event-related activity and phase locking during a psychomotor vigilance task over the course of sleep deprivation ↗ · 2010 · HOEDLMOSER, KERSTIN et al. · indexed
1416. Driver fatigue monitoring system using video face images &amp;amp; physiological information ↗ · 2012 · Anumas, Sasiporn et al. · indexed
1417. Topographic electroencephalogram changes associated with psychomotor vigilance task performance after sleep deprivation ↗ · 2014 · Gorgoni, Maurizio et al. · indexed
1418. Consensus Statement: Fatigue and accidents in transport operations ↗ · 2000 · Åkerstedt, Torbjörn · indexed
1419. Multimodal Phenotyping Dataset of Driving Fatigue ↗ · 2026 · Li, Jiayi et al. · indexed
1420. Can arousing feedback rectify lapses in driving? Prediction from EEG power spectra ↗ · 2013 · Lin, Chin-Teng et al. · indexed
1421. Maintenance of Wakefulness Test as a Predictor of Driving Performance in Patients With Untreated Obstructive Sleep Apnea ↗ · 2007 · Sagaspe, Patricia et al. · indexed
1422. Real Time Driver Drowsiness Detecion using Transfer learning ↗ · 2023 · Gupta, Neha et al. · indexed
1423. Fatigue Driving Detection System Design Based on Driving Behavior ↗ · 2010 · Hailin, Wang et al. · indexed
1424. Effects of an afternoon nap on nighttime alertness and performance in long-haul drivers ↗ · 2002 · Macchi, M.Mila et al. · indexed
1425. &lt;p&gt;Alertness-Related Differences in Car-Following Strategy among Truck Drivers Based on Naturalistic Driving Data&lt;/p&gt; ↗ · 2026 · Liu, Yang et al. · indexed
1426. Sleepiness, Long Distance Commuting and Night Work as Predictors of Driving Performance ↗ · 2012 · Di Milia, Lee et al. · indexed
1427. Estimating Driving Performance Based on EEG Spectrum Analysis · 2005 · Lin, Chin-Teng et al. · archived
1428. Detection and analysis of driver fatigue stages with EEG signals · 2022 · Demir, Ahmet et al. · archived
1429. Vehicle driver drowsiness detection method using wearable EEG based on convolution neural network ↗ · 2021 · Zhu, Miankuan et al. · indexed
1430. A Comparison of Random and Sinusoidal Vibration Effect on Human Alertness Level · 2026 · Amzar Azizan, Mohd et al. · archived
1431. Driving Drowsiness Detection and Proactive Safety Using Deep Learning LSTM multimodal of Vision and Vehicle Signals ↗ · 2025 · Sanikal, Vijayachandar · indexed
1432. Automatic Detection of Driver Fatigue Using Driving Operation Information for Transportation Safety ↗ · 2017 · Li, Zuojin et al. · indexed
1433. How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving · 2014 · Lanatà, Antonio et al. · archived
1434. Night-shift nurses and drowsy driving: A qualitative study ↗ · 2020 · Smith, Alec et al. · indexed
1435. Experimental investigation on the performance of drowsiness manipulation using driving simulators ↗ · 2016 · Nazeem, K. Masha et al. · indexed
1436. Design and Implementation of a Driving Assistance System in a Car-like Robot When Fatigue in the User is Detected ↗ · 2016 · Pilataxi, J. et al. · indexed
1437. The impact of self-initiated breaks during drowsy driving ↗ · 2025 · Gaspar, John et al. · indexed
1438. Real-Time Machine Learning-Based Driver Drowsiness Detection Using Visual Features ↗ · 2023 · Albadawi, Yaman et al. · indexed
1439. Microcontroller based driver alertness detection systems to detect drowsiness ↗ · 2018 · Pg Hj Zahari, Ak Muhammad Rahimi et al. · indexed
1440. Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors ↗ · 2017 · Saeed, Aaqib et al. · indexed
1441. Effects of prolonged wakefulness combined with alcohol and hands-free cell phone divided attention tasks on simulated driving ↗ · 2005 · Iudice, A. et al. · indexed
1442. Performance on a Dual Driving Simulation and Subtraction Task following Sleep Restriction ↗ · 2004 · Rupp, Tracy et al. · indexed
1443. Real-driving-implementable drowsy driving detection method using heart rate variability based on long short-term memory and autoencoder ↗ · 2021 · Iwamoto, Hiroki et al. · indexed
1444. 108 Attentional Control Deficits during Total Sleep Deprivation: Independence from Reduced Vigilant Attention ↗ · 2021 · Lawrence-Sidebottom, Darian et al. · indexed
1445. A method for predicting the risk of virtual crashes in a simulated driving task using behavioural and subjective drowsiness measures ↗ · 2016 · Murata, Atsuo et al. · indexed
1446. Riyadisi &amp;#x2014; Intelligent driver monitoring system ↗ · 2013 · Darshana, K. U. G. S. et al. · indexed
1447. Highway Hypnosis: An Hypothesis ↗ · 1963 · Williams, Griffith Wynne · indexed
1448. Quantitative indicators of street lighting with mood, fatigue, mental workload and sleepiness in car drivers ↗ · 2023 · Madvari, Rohollah Fallah et al. · indexed
1449. IoT-Enabled Driver Drowsiness Detection Using Machine Learning ↗ · 2022 · Guria, Mrinmoy et al. · indexed
1450. Driver Drowsiness Detection Using Deep Convolutional Neural Network ↗ · 2021 · Farahnakian, Farshad et al. · indexed
1451. HybridFatigue: A Real-time Driver Drowsiness Detection using Hybrid Features and Transfer Learning · 2020 · Abbas, Qaisar · archived
1452. Multi-channel EEG recordings during a sustained-attention driving task · 2019 · Cao, Zehong et al. · archived
1453. Effects of driver sleepiness and fatigue on violations among truck drivers in India ↗ · 2019 · Mahajan, Kirti et al. · indexed
1454. Smart Shirt Respiratory Monitoring to Detect Car Driver Drowsiness ↗ · 2021 · YUDA, Emi et al. · indexed
1455. The Contributing Role of Sleepiness in Highway Vehicle Accidents ↗ · 2001 · Garbarino, Sergio et al. · indexed
1456. Concurrent Model for Three Negative Emotions Using Heart Rate Variability in a Driving Simulator Environment ↗ · 2020 · Adha, Muhammad Shaufil et al. · indexed
1457. Brain Electrodynamic and Hemodynamic Signatures Against Fatigue During Driving ↗ · 2018 · Chuang, Chun-Hsiang et al. · indexed
1458. Decreased Attentional Responsivity During Sleep Deprivation: Orienting Response Latency, Amplitude, and Habituation ↗ · 1997 · McCarthy, Michele E. et al. · indexed
1459. Heavy Truck Driver's Drowsiness Detection Method Using Wearable EEG Based on Convolution Neural Network ↗ · 2020 · Zhu, Miankuan et al. · indexed
1460. Research on Recognition Method of Driving Fatigue State Based on Sample Entropy and Kernel Principal Component Analysis ↗ · 2018 · Ye, Beige et al. · indexed
1461. Stress and Fatigue Effects of Driving Longer-Combination Vehicles · 2000 · NHTSA · archived
1462. An EEG Predictor of Driving Fatigue ↗ · 2009 · Xie, Xiaoli et al. · indexed
1463. Fatal distraction: a case series of fatal fall‐asleep road accidents and their medicolegal outcomes ↗ · 2003 · Desai, Anup V et al. · indexed
1464. RETRACTED ARTICLE: Application of music in relief of driving fatigue based on EEG signals · 2021 · Wang, Qingjun et al. · archived
1465. Correlation of reaction time and EEG log bandpower from dry frontal electrodes in a passive fatigue driving simulation experiment ↗ · 2017 · Foong, Ruyi et al. · indexed
1466. VIGILANCE ANALYSIS BASED ON EEG SIGNALS: SEEKING FOR SUITABLE FEATURES ↗ · 2010 · OUYANG, TIAN et al. · indexed
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1468. 0194 Sleep Quantity And Quality, Pvt-b Performance, And Subjective Sleepiness, Fatigue, And Stress In Commercial Motor Vehicle (cmv) Drivers: On-duty Days Vs. Restart (off-duty) Days ↗ · 2019 · Dinges, David F. et al. · indexed
1469. Time Course of Reaction Time and EEG While Performing a Vigilance Task During Total Sleep Deprivation ↗ · 1996 · Corsi-Cabrera, M. et al. · indexed
1470. Fits and Other Causes of Loss of Consciousness while Driving ↗ · 1986 · Parsons, Malcolm · indexed
1471. Driver Drowsiness Detection: A Machine Learning Approach on Skin Conductance ↗ · 2023 · Amidei, Andrea et al. · indexed
1472. Analisa Kantuk dengan Karolinska Sleepiness Scale dan Denyut Jantung saat Mengemudi dengan Tiga Tahap Kesulitan Jalan Menggunakan Driving Simulator ↗ · 2022 · Halim, Winda et al. · indexed
1473. Age-Related Changes in the Time Course of Vigilant Attention During 40 Hours Without Sleep in Men ↗ · 2006 · Adam, Martin et al. · indexed
1474. Optimized driver fatigue detection method using multimodal neural networks · 2025 · Cao, Shengli et al. · archived
1475. European NCAP Program Developments to Address Driver Distraction, Drowsiness and Sudden Sickness ↗ · 2021 · Fredriksson, Rikard et al. · indexed
1476. The Effects of Coffee and Napping on Nighttime Highway Driving ↗ · 2006 · Philip, Pierre et al. · indexed
1477. Real-time EEG-based Driver's Fatigue Detection System using Deep Neural Network ↗ · 2021 · Asghar, Muhammad Adeel et al. · indexed
1478. Sleep disorders, medical conditions, and road accident risk ↗ · 2010 · Smolensky, Michael H. et al. · indexed
1479. Face Positioned Driver Drowsiness Detection Using Multistage Adaptive 3D Convolutional Neural Network ↗ · 2023 · Adhithyaa, N. et al. · indexed
1480. Driver Drowsiness Detection Using Gray Wolf Optimizer Based on Face and Eye Tracking ↗ · 2022 · Jasim, Sarah S. et al. · indexed
1481. Physiological investigation of automobile driver's activation index using simulated monotonous driving ↗ · 2005 · Yamakoshi, T. et al. · indexed
1482. Driver Drowsiness Detection Using OpenCV and Raspberry Pi ↗ · 2022 · D.C, Pooja · indexed
1483. Fatigue Driving Detection System Based on Face Feature ↗ · 2019 · Li, Zhao et al. · indexed
1484. Developing a method to detect driver drowsiness based on a single EEG channel and discriminated features ↗ · 2024 · Hussein, Raed Mohammed et al. · indexed
1485. Electroencephalography during on-the-road driving in older untreated insomnia patients and normal sleepers ↗ · 2015 · Perrier, J. et al. · indexed
1486. Quantitative Evaluation of Attention to the Driving Environment During Automated Driving at Levels 3 using ERP: Evaluation of Psychophysiological State of Driver ↗ · 2018 · Murase, Tomohiro et al. · indexed
1487. Keep your mind on the road: Predicting mind-wandering while driving using classification of pre-probe oscillatory brain activity and driving performance ↗ · 2014 · He, J. et al. · indexed
1488. Body Mass Index (BMI) as a First-Line Screening Criterion for Detection of Excessive Daytime Sleepiness Among Professional Drivers ↗ · 2006 · Dagan, Yaron et al. · indexed
1489. Hypersomnolence and Accidents in Truck Drivers: A Cross‐Sectional Study ↗ · 2006 · de Pinho, Rachel S. N. et al. · indexed
1490. 0498 Monitoring Vigilance Decrement in Physicians-in-Training Using Wearable Sensors ↗ · 2025 · Kim, Ji-Eun et al. · indexed
1491. Early Detection of Microsleep in Motorcycle Helmet Based on Pulse Sensor ↗ · 2023 · Madona, Putri et al. · indexed
1492. An Explainable Real-Time Driver Drowsiness Detection System Using Vision Transformers and Behavioral Fatigue Indicators · 2026 · Pisolla Rahul, Mohammed Afridi et al. · archived
1493. Real-Time Driver Drowsiness Detection System using Facial Features ↗ · 2020 · A C, Amaldev · indexed
1494. Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements · 2019 · Lin, Chin-Teng et al. · archived
1495. Driver Drowsiness Detection Based on Steering Wheel Data Applying Adaptive Neuro-Fuzzy Feature Selection ↗ · 2019 · Arefnezhad, Sadegh et al. · indexed
1496. 0169 Distinct Dimensions in Psychomotor Vigilance Test (PVT) Metrics ↗ · 2018 · Riedy, S M et al. · indexed
1497. Road dependent driver eye movements under real driving conditions by electrooculography ↗ · 2013 · Ebrahim, P. et al. · indexed
1498. ID3RSNet: cross-subject driver drowsiness detection from raw single-channel EEG with an interpretable residual shrinkage network · 2025 · Feng, Xiao et al. · archived
1499. Driver Drowsiness Detection by Employing CNN and Dlib ↗ · 2021 · Ali, Nawazish et al. · indexed
1500. Driver drowsiness detection using face expression recognition ↗ · 2011 · Assari, Mohammad Amin et al. · indexed
1501. Perception of simulated driving performance after sleep restriction and caffeine ↗ · 2007 · Biggs, Sarah N. et al. · indexed
1502. Comparison of Lightweight Methods for Vehicle Dynamics-Based Driver Drowsiness Detection ↗ · 2025 · Nakagama, Yutaro et al. · indexed
1503. Real-time Driver Monitoring System with Facial Landmark-based Eye Closure Detection and Head Pose Recognition · 2023 · Kim, Dohun et al. · archived
1504. Beyond Detection: Intervention Approaches in Driver State Monitoring Systems ↗ · 2023 · Motnikar, Lenart et al. · indexed
1505. EEG-based drowsiness analysis using OpenBCI and deep learning approaches to establish driving safety ↗ · 2023 · Priyanka, S. et al. · indexed
1506. P106 Evaluating the correlation between objective daytime sleepiness, daytime functioning and subjective sleepiness ↗ · 2021 · Chee, A et al. · indexed
1507. SADNet: sustained attention decoding in a driving task by self-attention convolutional neural network ↗ · 2024 · Lai, Shuzhong et al. · indexed
1508. Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation ↗ · 2023 · Kim, Dong-Young et al. · indexed
1509. Driver's drowsiness monitoring system utilizing microwave Doppler sensor ↗ · 2012 · Staszek, Kamil et al. · indexed
1510. Predicting lapses of attention with sleep-like slow waves ↗ · 2020 · Andrillon, Thomas et al. · indexed
1511. Real-time Driver Drowsiness Detection Using Artificial Immune System ↗ · 2018 · SoltaniZadeh, H. et al. · indexed
1512. Gaze position modulates the effectiveness of forward collision warnings for drowsy drivers ↗ · 2019 · Gaspar, John G. et al. · indexed
1513. Research on driver fatigue detection strategy based on human eye state ↗ · 2017 · Chen, Peijiang · indexed
1514. Seasonal Variation of Falling Asleep while Driving: An Examination of Fatal Road Accidents ↗ · 2006 · Radun, Igor et al. · indexed
1515. EEG-FADE: A generalizable and explainable framework for EEG-based driver fatigue detection ↗ · 2026 · Jegede, Akinbobola et al. · indexed
1516. EEG-based Assessment of Long-Term Vigilance and Lapses of Attention using a User-Centered Frequency-Tagging Approach · 2024 · Ladouce, S. et al. · archived
1517. Sleepiness and Driving ↗ · 2019 · McNicholas, Walter T. · indexed
1518. Objective Level of Alertness and Inhibitory Control Predict Highway Driving Impairment in Adults With ADHD ↗ · 2016 · Bioulac, Stéphanie et al. · indexed
1519. Measuring Driver Impairments: Sleepiness, Distraction, and Workload ↗ · 2012 · Ahlstrom, C. et al. · indexed
1520. Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator ↗ · 2012 · Zhao, Chunlin et al. · indexed
1521. Approach based on wavelet packet transform and 1D‐RMLBP for drowsiness detection using EEG ↗ · 2020 · Alçin, Ö.F. · indexed
1522. Smartwatch-Based Driver Vigilance Indicator With Kernel-Fuzzy-C-Means-Wavelet Method ↗ · 2016 · Lee, Boon Giin et al. · indexed
1523. 0826 Impaired Attention in Pediatric Narcolepsy Type 1 Using Psychomotor Vigilance Task ↗ · 2025 · Montesano, Elizabeth et al. · indexed
1524. Automatic System for Driver Drowsiness Detection System using Deep Learning ↗ · 2023 · Ch, Sasi Preetham et al. · indexed
1525. Convolutional Neural Networks (CNN) and Facial Features based Smart Driver Alertness Detection ↗ · 2023 · Kumar, K.V Pavan et al. · indexed
1526. Drowsiness Detection using Android Application and Mobile Vision Face API ↗ · 2021 · Rajkumarsingh, B. et al. · indexed
1527. Age-Related Differences in Pro-active Driving Behavior Revealed by EEG Measures · 2018 · Getzmann, Stephan et al. · archived
1528. Driver fatigue Assessment Based on the Feature Fusion and Transfer Learning of EEG and EMG ↗ · 2018 · Qi, Meng-Song et al. · indexed
1529. A Multi-Level Alerting Framework for Detecting Driver Drowsiness ↗ · 2026 · Pandimeena, R et al. · indexed
1530. Steering in a Random Forest ↗ · 2013 · McDonald, Anthony D. et al. · indexed
1531. A new system for driver drowsiness and distraction detection ↗ · 2012 · Sabet, Mehrdad et al. · indexed
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1533. Driving Fatigue Detection Based on EEG Signal ↗ · 2015 · Wang, Yuan et al. · indexed
1534. Evidence Report: Obstructive Sleep Apnea and Commercial Motor Vehicle Driver Safety (Comprehensive Review): Volume 1 [November 21 2007] · 2007 · NHTSA · archived
1535. Assessment of Driving Fatigue using HRV Analysis Method ↗ · 2003 · Park, Se Jin et al. · indexed
1536. Driver's Drowsiness Detection ↗ · 2019 · Yashwanth, Challa et al. · indexed
1537. The Effects of Fatigue on Driver Performance for Single and Team Long-Haul Truck Drivers ↗ · 2003 · Klauer, Shelia G et al. · indexed
1538. Probing sustained attention and fatigue across the lifespan ↗ · 2023 · Hanzal, S. et al. · indexed
1539. Classifying Driving Fatigue by Using EEG Signals ↗ · 2022 · Zeng, Changqing et al. · indexed
1540. 0020 Investigation of Seasonal Changes in Self-Reported Sleep Quality and Psychomotor Vigilance Task Outcomes: Results From the Ultra Long-Term Sleep (ULTS) Study ↗ · 2022 · Ahrens, Esben et al. · indexed
1541. Technologies for the Monitoring and Prevention of Driver Fatigue ↗ · 2001 · Heitmann, Anneke et al. · indexed
1542. Toward Applicable EEG-Based Drowsiness Detection Systems: A Review ↗ · 2022 · Sheibani Asl, Nasrin et al. · indexed
1543. Electrodermal lability as an indicator for subjective sleepiness during total sleep deprivation ↗ · 2011 · MICHAEL, LARS et al. · indexed
1544. Monitoring driver fatigue using facial analysis techniques ↗ · 2003 · Singh, S. et al. · indexed
1545. Adapting artificial neural networks to a specific driver enhances detection and prediction of drowsiness ↗ · 2018 · Jacobé de Naurois, Charlotte et al. · indexed
1546. EEG-based fatigue driving detection using correlation dimension · 2014 · Wang, Jing et al. · archived
1547. Validation of a one-item acute stress scale for driving tasks · 2024 · Dahlman, Anna Sjörs et al. · archived
1548. Driver Safety Development Real Time Driver Drowsiness Detection System Based on Convolutional Neural Network · 2020 · Hashemi, Maryam et al. · archived
1549. Real-time EEG-based detection of ship driving fatigue using sample entropy ↗ · 2023 · Liu, Yu et al. · indexed
1550. Driver State Estimation Based on Dynamic Bayesian Networks Considering Different Age and Gender Groups ↗ · 2017 · Yang, Ji Hyun et al. · indexed
1551. Driver fatigue state detection based on EEG and EOG feature fusion and deep learning ↗ · 2021 · Yang, Ying et al. · indexed
1552. Vigilance monitoring for operator safety: A simulation study on highway driving ↗ · 2006 · Desai, A.V. et al. · indexed
1553. Driver fatigue in the city ↗ · 1997 · Fell, D et al. · indexed
1554. Alcohol continues to affect sleepiness related driving impairment, when breath alcohol levels have fallen to near‐zero ↗ · 2004 · Barrett, P. R. et al. · indexed
1555. HEART RATE VARIABILITY BASED DRIVER DROWSINESS DETECTION ↗ · 2024 · Maktouf, Naba Ali et al. · indexed
1556. P66 Falling asleep while driving: is driving safety advice given to patients with excessive daytime sleepiness? ↗ · 2016 · Khetarpal, A et al. · indexed
1557. Excessive sleepiness of Thai night shift workers in medical circumstances indexed by Epworth Sleepiness Scale ↗ · 2019 · Phucharoen, Phuttharaksa et al. · indexed
1558. How Sleep and Mental Disorders Are Related to Complaints of Daytime Sleepiness ↗ · 1997 · Ohayon, Maurice M. · indexed
1559. Most obstructive sleep apnoea patients exhibit vigilance and attention deficits on an extended battery of tests ↗ · 2005 · Mazza, S. et al. · indexed
1560. Driver sleepiness on YouTube: A content analysis ↗ · 2017 · Hawkins, A.N. et al. · indexed
1561. 0170 Trial-to-Trial inconsistency in Reaction Time on the Psychomotor Vigilance Test Alters Self-Reported Sleepiness ↗ · 2019 · Nielson, Spencer A et al. · indexed
1562. Arousal Effect of Physiological Magnetic Stimulation on Elder Person's Spine for Prevention of Drowsiness During Car Driving ↗ · 2011 · Mohri, Kaneo et al. · indexed
1563. One night’s CPAP withdrawal in otherwise compliant OSA patients: marked driving impairment but good awareness of increased sleepiness ↗ · 2011 · Filtness, Ashleigh J. et al. · indexed
1564. Sleepiness, snoring and driving habits ↗ · 1996 · HANNING, C.D. et al. · indexed
1565. Diurnal spectral EEG fluctuations in narcoleptic patients during rest and reaction time tasks ↗ · 2005 · SMIT, ANNIKA S. et al. · indexed
1566. Obstructive sleep apnea and psychomotor vigilance task performance ↗ · 2014 · Batool-Anwar, Salma et al. · indexed
1567. Increased Flow Limitation During Sleep Is Associated With Increased Psychomotor Vigilance Task Lapses in Individuals With Suspected OSA ↗ · 2024 · Staykov, Eric et al. · indexed
1568. Physiological synchrony in electrodermal activity predicts decreased vigilant attention induced by sleep deprivation ↗ · 2023 · Stuldreher, Ivo V. et al. · indexed
1569. 0899 Impaired Neurobehavioral Alertness Quantified by the Psychomotor Vigilance Task is Associated with Depression in the Wisconsin Sleep Cohort Study ↗ · 2019 · Plante, David T et al. · indexed
1570. Impaired neurobehavioral alertness quantified by the psychomotor vigilance task is associated with depression in the Wisconsin Sleep Cohort study ↗ · 2020 · Plante, David T. et al. · indexed
1571. The relationships between improvements in daytime sleepiness, fatigue and depression and psychomotor vigilance task testing with CPAP use in patients with obstructive sleep apnea ↗ · 2018 · Bhat, Sushanth et al. · indexed
1572. 0617 Working Memory and Psychomotor Vigilance Performance After Brief Naps in Hypersomnolent Patients: MSLT Correlates ↗ · 2018 · SAINI, P et al. · indexed
1573. Daytime sleepiness and other sleep disorders in Parkinson’s disease ↗ · 2001 · Ondo, William G. et al. · indexed
1574. Guidelines for the Multiple Sleep Latency Test (MSLT): A Standard Measure of Sleepiness ↗ · 1986 · Carskadon, Mary A. · indexed
1575. Sleep-Like Slow Waves during Wakefulness Mediate Attention and Vigilance Difficulties in Adult Attention-Deficit/Hyperactivity Disorder ↗ · 2026 · Pinggal, Elaine et al. · indexed
1576. The key role of daytime sleepiness in cognitive functioning of adults with attention deficit hyperactivity disorder · 2020 · Helfer, Bartosz et al. · archived
1577. Life Effects of Narcolepsy in 180 Patients from North America, Asia and Europe Compared to Matched Controls · 1981 · Broughton, Roger et al. · archived
1578. Blink-related arousal network surges are shaped by cortical vigilance states ↗ · 2024 · Demiral, Sukru et al. · indexed
1579. 139 Does Extraversion Predict Subjective Ratings of Sleepiness and Performance During Sleep Deprivation? ↗ · 2021 · Schneider, Ben et al. · indexed
1580. Across-Country Viewpoints on Sleepiness during Driving ↗ · 2002 · George, Charles F. P. et al. · indexed
1581. P116 Increased airflow limitation during nocturnal respiratory events is associated with increased psychomotor vigilance task lapses in obstructive sleep apnoea patients ↗ · 2022 · Staykov, E et al. · indexed
1582. Executive Control of Attention in Narcolepsy ↗ · 2012 · Bayard, Sophie et al. · indexed
1583. Sleep-Disordered Breathing and Psychomotor Vigilance in a Community-Based Sample ↗ · 2007 · Kim, Hyon et al. · indexed
1584. Under reporting of sleepiness and driving impairment in patients with sleep apnoea/hypopnoea syndrome ↗ · 1997 · Engleman, Heather M. et al. · indexed
1585. Visual Attention and Poor Sleep Quality · 2022 · Abdolalizadeh, AmirHussein et al. · archived
1586. Network-based Responses to the Psychomotor Vigilance Task during Lapses in Adolescents after Short and Extended Sleep ↗ · 2019 · DiFrancesco, M. W. et al. · indexed
1587. Developing an Alternative Version of the Epworth Sleepiness Scale to Assess Daytime Sleepiness in Adults with Physical or Mental Disabilities ↗ · 2020 · Gronewold, Janine et al. · indexed
1588. The Relationship between Psychomotor Vigilance Performance and Quality of Life in Obstructive Sleep Apnea ↗ · 2011 · Lee, In-Soo et al. · indexed
1589. 0557 Psychometric Assessment of Sex Differences in the Epworth Sleepiness Scale in a Sleep Clinic Population ↗ · 2026 · Morris, Jonna et al. · indexed
1590. Impaired sustained attention and lapses are present in patients with mild obstructive sleep apnea ↗ · 2015 · Luz, Gabriela Pontes et al. · indexed
1591. Postpartum fatigue, daytime sleepiness, and psychomotor vigilance are modifiable through a brief residential early parenting program ↗ · 2019 · Wilson, Nathan et al. · indexed
1592. Trial-by-Trial Variations in Subjective Attentional State are Reflected in Ongoing Prestimulus EEG Alpha Oscillations ↗ · 2011 · Macdonald, James S. P. et al. · indexed
1593. Blink rate during tests of executive performance after nocturnal traffic noise ↗ · 2009 · Griefahn, Barbara et al. · indexed
1594. Effects of nCPAP Treatment over Reaction Time and Sleepiness Levels during Vigilance ↗ · 2004 · Isabel, Ana et al. · indexed
1595. Qualitative Examination of Daytime Monitoring and Selective Attention in Insomnia ↗ · 2018 · Akram, Umair et al. · indexed
1596. 0101 Clouded Cognitive Awareness: The Role of Subjective and Objective Sleep in Older Adults’ Awareness of Cognitive Functioning ↗ · 2025 · Costa, Amy et al. · indexed
1597. Vigilance Performance and Autonomic Function in Narcolepsy: Effects of Central Stimulants ↗ · 1985 · Levander, Sten et al. · indexed
1598. The Effect of Doogh (Yogurt Drink) on Reaction Time and Vigilance- Sleepiness of Healthy Young Adults ↗ · 2018 · Adimi Naghan, Parisa et al. · indexed
1599. Effects of modafinil on sustained attention performance and quality of life in OSA patients with residual sleepiness while being treated with nCPAP ↗ · 2003 · Dinges, D · indexed
1600. Reaction time in psychomotor vigilance task is related to hypoxic load in males with sleep apnea ↗ · 2023 · Pahari, Purbanka et al. · indexed
1601. Obstructive Sleep Apnea ↗ · 2002 · Flemons, W. Ward · indexed
1602. 0207 The Effect of Naps on Inhibitory Control and Sustained Attention in Early Childhood ↗ · 2020 · Andre, C J et al. · indexed
1603. Widespread occurrence of the droplet state of proteins in the human proteome ↗ · 2020 · Hardenberg, Maarten et al. · indexed
1604. Role of KRAS in regulating normal human airway basal cell differentiation ↗ · 2019 · Ogawa, Fumihiro et al. · indexed
1605. Further characterization of the 9q31 microdeletion phenotype; delineation of a common region of overlap containing ZNF462 ↗ · 2023 · Brady, Lauren et al. · indexed