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For: Shiferaw BA, Downey LA, Westlake J, Stevens B, Rajaratnam SMW, Berlowitz DJ, Swann P, Howard ME. Stationary gaze entropy predicts lane departure events in sleep-deprived drivers. Sci Rep 2018;8:2220. [PMID: 29396509 DOI: 10.1038/s41598-018-20588-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Accepted: 01/15/2018] [Indexed: 12/27/2022]  Open
Number Cited by Other Article(s)
1
Cai AWT, Manousakis JE, Singh B, Francis-Pester E, Kuo J, Jeppe KJ, Rajaratnam SMW, Lenné MG, Howard ME, Anderson C. Subjective awareness of sleepiness while driving in younger and older adults. J Sleep Res 2024;33:e13933. [PMID: 37315929 DOI: 10.1111/jsr.13933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 04/21/2023] [Accepted: 05/02/2023] [Indexed: 06/16/2023]
2
Sun L, Zhang M, Qiu Y, Zhang C. Effects of Sleep Deprivation and Hazard Types on the Visual Search Patterns and Hazard Response Times of Taxi Drivers. Behav Sci (Basel) 2023;13:1005. [PMID: 38131861 PMCID: PMC10740726 DOI: 10.3390/bs13121005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/05/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023]  Open
3
Anderson C, Cai AWT, Lee ML, Horrey WJ, Liang Y, O’Brien CS, Czeisler CA, Howard ME. Feeling sleepy? stop driving-awareness of fall asleep crashes. Sleep 2023;46:zsad136. [PMID: 37158173 PMCID: PMC10636256 DOI: 10.1093/sleep/zsad136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 04/04/2023] [Indexed: 05/10/2023]  Open
4
Aitken B, Hayley AC, Ford TC, Geier L, Shiferaw BA, Downey LA. Driving impairment and altered ocular activity under the effects of alprazolam and alcohol: A randomized, double-blind, placebo-controlled study. Drug Alcohol Depend 2023;251:110919. [PMID: 37611483 DOI: 10.1016/j.drugalcdep.2023.110919] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 07/03/2023] [Accepted: 08/03/2023] [Indexed: 08/25/2023]
5
Pan H, He H, Wang Y, Cheng Y, Dai Z. The impact of non-driving related tasks on the development of driver sleepiness and takeover performances in prolonged automated driving. JOURNAL OF SAFETY RESEARCH 2023;86:148-163. [PMID: 37718042 DOI: 10.1016/j.jsr.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/13/2023] [Accepted: 05/09/2023] [Indexed: 09/19/2023]
6
Foroughi CK, Devlin S, Pak R, Brown NL, Sibley C, Coyne JT. Near-Perfect Automation: Investigating Performance, Trust, and Visual Attention Allocation. HUMAN FACTORS 2023;65:546-561. [PMID: 34348511 DOI: 10.1177/00187208211032889] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
7
Liu M, Zhu H, Tang J, Chen H, Chen C, Luo J, Chen W. Overview of a Sleep Monitoring Protocol for a Large Natural Population. PHENOMICS 2023. [PMCID: PMC10163293 DOI: 10.1007/s43657-023-00102-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 02/28/2023] [Accepted: 03/03/2023] [Indexed: 06/01/2023]
8
Ayala N, Zafar A, Kearns S, Irving E, Cao S, Niechwiej-Szwedo E. The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots. J Eye Mov Res 2023;16:10.16910/jemr.16.1.3. [PMID: 37965286 PMCID: PMC10643002 DOI: 10.16910/jemr.16.1.3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]  Open
9
Sprajcer M, Dawson D, Kosmadopoulos A, Sach EJ, Crowther ME, Sargent C, Roach GD. How Tired is Too Tired to Drive? A Systematic Review Assessing the Use of Prior Sleep Duration to Detect Driving Impairment. Nat Sci Sleep 2023;15:175-206. [PMID: 37038440 PMCID: PMC10082604 DOI: 10.2147/nss.s392441] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 02/03/2023] [Indexed: 04/12/2023]  Open
10
Devlin SP, Brown NL, Drollinger S, Sibley C, Alami J, Riggs SL. Scan-based eye tracking measures are predictive of workload transition performance. APPLIED ERGONOMICS 2022;105:103829. [PMID: 35930898 DOI: 10.1016/j.apergo.2022.103829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 06/15/2023]
11
Effects of psychotropic drugs on ocular parameters relevant to traffic safety: A systematic review. Neurosci Biobehav Rev 2022;141:104831. [PMID: 35995080 PMCID: PMC10067018 DOI: 10.1016/j.neubiorev.2022.104831] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 08/11/2022] [Accepted: 08/15/2022] [Indexed: 11/23/2022]
12
Md Isa Z, Ismail NH, Ismail R, Mohd Tamil A, Ja’afar MH, Mat Nasir N, Miskan M, Zainol Abidin N, Ab Razak NH, Yusof KH. Assessing Factors Associated with Non-Fatal Injuries from Road Traffic Accidents among Malaysian Adults: A Cross-Sectional Analysis of the PURE Malaysia Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;19:ijerph19148246. [PMID: 35886098 PMCID: PMC9320634 DOI: 10.3390/ijerph19148246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/30/2022] [Accepted: 07/03/2022] [Indexed: 12/04/2022]
13
Tavakoli A, Heydarian A. Multimodal driver state modeling through unsupervised learning. ACCIDENT; ANALYSIS AND PREVENTION 2022;170:106640. [PMID: 35339879 DOI: 10.1016/j.aap.2022.106640] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/11/2022] [Accepted: 03/16/2022] [Indexed: 06/14/2023]
14
An on-road examination of daytime and evening driving on rural roads: physiological, subjective, eye gaze, and driving performance outcomes. Atten Percept Psychophys 2022;84:418-426. [PMID: 34984650 DOI: 10.3758/s13414-021-02424-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/02/2021] [Indexed: 11/08/2022]
15
Identifying autism spectrum disorder symptoms using response and gaze behavior during the Go/NoGo game CatChicken. Sci Rep 2021;11:22012. [PMID: 34759296 PMCID: PMC8581032 DOI: 10.1038/s41598-021-01050-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 10/18/2021] [Indexed: 11/08/2022]  Open
16
On-road driving impairment following sleep deprivation differs according to age. Sci Rep 2021;11:21561. [PMID: 34732793 PMCID: PMC8566466 DOI: 10.1038/s41598-021-99133-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 08/06/2021] [Indexed: 11/08/2022]  Open
17
Cai AWT, Manousakis JE, Lo TYT, Horne JA, Howard ME, Anderson C. I think I'm sleepy, therefore I am - Awareness of sleepiness while driving: A systematic review. Sleep Med Rev 2021;60:101533. [PMID: 34461582 DOI: 10.1016/j.smrv.2021.101533] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 06/15/2021] [Accepted: 07/05/2021] [Indexed: 10/20/2022]
18
Cori JM, Manousakis JE, Koppel S, Ferguson SA, Sargent C, Howard ME, Anderson C. An evaluation and comparison of commercial driver sleepiness detection technology: a rapid review. Physiol Meas 2021;42. [PMID: 34338222 DOI: 10.1088/1361-6579/abfbb8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 04/26/2021] [Indexed: 11/11/2022]
19
Jónsdóttir AA, Kang Z, Sun T, Mandal S, Kim JE. The Effects of Language Barriers and Time Constraints on Online Learning Performance: An Eye-Tracking Study. HUMAN FACTORS 2021:187208211010949. [PMID: 33945351 DOI: 10.1177/00187208211010949] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
20
Hayley AC, Shiferaw B, Aitken B, Vinckenbosch F, Brown TL, Downey LA. Driver monitoring systems (DMS): The future of impaired driving management? TRAFFIC INJURY PREVENTION 2021;22:313-317. [PMID: 33829941 DOI: 10.1080/15389588.2021.1899164] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 03/01/2021] [Accepted: 03/01/2021] [Indexed: 06/12/2023]
21
Analysis of Driver Performance Using Hybrid of Weighted Ensemble Learning Technique and Evolutionary Algorithms. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2021. [DOI: 10.1007/s13369-020-05115-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
22
Wiebel-Herboth CB, Krüger M, Wollstadt P. Measuring inter- and intra-individual differences in visual scan patterns in a driving simulator experiment using active information storage. PLoS One 2021;16:e0248166. [PMID: 33735199 PMCID: PMC7971706 DOI: 10.1371/journal.pone.0248166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 02/20/2021] [Indexed: 11/17/2022]  Open
23
Quantifying the Predictability of Visual Scanpaths Using Active Information Storage. ENTROPY 2021;23:e23020167. [PMID: 33573069 PMCID: PMC7912697 DOI: 10.3390/e23020167] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/22/2021] [Accepted: 01/23/2021] [Indexed: 12/27/2022]
24
Mikula L, Mejía-Romero S, Chaumillon R, Patoine A, Lugo E, Bernardin D, Faubert J. Eye-head coordination and dynamic visual scanning as indicators of visuo-cognitive demands in driving simulator. PLoS One 2020;15:e0240201. [PMID: 33382720 PMCID: PMC7774948 DOI: 10.1371/journal.pone.0240201] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Accepted: 12/16/2020] [Indexed: 12/02/2022]  Open
25
Amphetamine-induced alteration to gaze parameters: A novel conceptual pathway and implications for naturalistic behavior. Prog Neurobiol 2020;199:101929. [PMID: 33091542 DOI: 10.1016/j.pneurobio.2020.101929] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 09/03/2020] [Accepted: 10/08/2020] [Indexed: 12/25/2022]
26
Shiferaw BA, Crewther DP, Downey LA. Gaze entropy measures detect alcohol-induced driver impairment. Drug Alcohol Depend 2019;204:107519. [PMID: 31479863 DOI: 10.1016/j.drugalcdep.2019.06.021] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Revised: 05/23/2019] [Accepted: 06/12/2019] [Indexed: 12/16/2022]
27
Howard ME, Cori JM, Horrey WJ. Vehicle and Highway Adaptations to Compensate for Sleepy Drivers. Sleep Med Clin 2019;14:479-489. [PMID: 31640876 DOI: 10.1016/j.jsmc.2019.08.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
28
Shekari Soleimanloo S, Wilkinson VE, Cori JM, Westlake J, Stevens B, Downey LA, Shiferaw BA, Rajaratnam SMW, Howard ME. Eye-Blink Parameters Detect On-Road Track-Driving Impairment Following Severe Sleep Deprivation. J Clin Sleep Med 2019;15:1271-1284. [PMID: 31538598 PMCID: PMC6760410 DOI: 10.5664/jcsm.7918] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 04/29/2019] [Accepted: 04/30/2019] [Indexed: 11/13/2022]
29
Park JK, Hong Y, Lee H, Jang C, Yun GH, Lee HJ, Yook JG. Noncontact RF Vital Sign Sensor for Continuous Monitoring of Driver Status. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2019;13:493-502. [PMID: 30946676 DOI: 10.1109/tbcas.2019.2908198] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
30
Cori JM, Anderson C, Shekari Soleimanloo S, Jackson ML, Howard ME. Narrative review: Do spontaneous eye blink parameters provide a useful assessment of state drowsiness? Sleep Med Rev 2019;45:95-104. [DOI: 10.1016/j.smrv.2019.03.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 03/10/2019] [Accepted: 03/14/2019] [Indexed: 12/20/2022]
31
Diaz-Piedra C, Rieiro H, Cherino A, Fuentes LJ, Catena A, Di Stasi LL. The effects of flight complexity on gaze entropy: An experimental study with fighter pilots. APPLIED ERGONOMICS 2019;77:92-99. [PMID: 30832783 DOI: 10.1016/j.apergo.2019.01.012] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 12/03/2018] [Accepted: 01/27/2019] [Indexed: 06/09/2023]
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