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Research Article

Pupillography as an objective indicator of fatigue

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Pages 535-542 | Published online: 02 Jul 2009

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Marta Ołpińska-Lischka, Karolina Kujawa, Josef Alexander Wirth, Katarzyna Z Antosiak-Cyrak & Janusz Maciaszek. (2020) The Influence of 24-hr Sleep Deprivation on Psychomotor Vigilance in Young Women and Men. Nature and Science of Sleep 12, pages 125-134.
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Mariska E. Kret. (2018) The role of pupil size in communication. Is there room for learning?. Cognition and Emotion 32:5, pages 1139-1145.
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Mojca K. M. van Schie, Eva E. Alblas, Roland D. Thijs, Rolf Fronczek, Gert Jan Lammers & J. Gert van Dijk. (2014) The influences of task repetition, napping, time of day, and instruction on the Sustained Attention to Response Task. Journal of Clinical and Experimental Neuropsychology 36:10, pages 1055-1065.
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Yakov Goldich, Yaniv Barkana, Eran Pras, David Zadok, Morris Hartstein & Yair Morad. (2010) The Effects of Sleep Deprivation on Oculomotor Responses. Current Eye Research 35:12, pages 1135-1141.
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FredH. Previc, Nadia Lopez, WilliamR. Ercoline, ChristinaM. Daluz, AndrewJ. Workman, RichardH. Evans & NathanA. Dillon. (2009) The Effects of Sleep Deprivation on Flight Performance, Instrument Scanning, and Physiological Arousal in Pilots. The International Journal of Aviation Psychology 19:4, pages 326-346.
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Isabel Schöllhorn, Oliver Stefani, Robert J. Lucas, Manuel Spitschan, Christian Epple & Christian Cajochen. (2024) The Impact of Pupil Constriction on the Relationship Between Melanopic EDI and Melatonin Suppression in Young Adult Males. Journal of Biological Rhythms.
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M. A. Kutlubaev, D. R. Shagieva, G. I. Karimova, A. I. Izmalkova & A. V. Myachikov. (2024) Pupillometry in the Assessment of Psychoemotional State and Cognitive Functions in Humans. Neuroscience and Behavioral Physiology 54:1, pages 112-121.
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Amr Saad, Johannes Steinberg & Andreas Frings. (2023) Repeatability of pupil diameter measurements using three different topography devices. PLOS ONE 18:8, pages e0290417.
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F. Rojas-Thomas, C. Artigas, G. Wainstein, Juan-Pablo Morales, M. Arriagada, D. Soto, A. Dagnino-Subiabre, J. Silva & V. Lopez. (2023) Impact of acute psychosocial stress on attentional control in humans. A study of evoked potentials and pupillary response. Neurobiology of Stress 25, pages 100551.
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Masaaki Ishikawa & Hiroatsu Hatsukawa. (2023) Recommendation of using both initial pupil size and constriction latency in pupillary light reflex as objective indicators reflecting subacute pain-related mental fatigue. International Journal of Psychophysiology 185, pages 19-26.
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Kevin L. Turner, Kyle W. Gheres & Patrick J. Drew. (2023) Relating Pupil Diameter and Blinking to Cortical Activity and Hemodynamics across Arousal States. The Journal of Neuroscience 43:6, pages 949-964.
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Bashar Kadhim, Saif Khairat, Fangyong Li, Isabel T. Gross, Bidisha Nath, Ronald G. Hauser & Edward R. Melnick. (2023) Implementation of Eye-Tracking Technology to Monitor Clinician Fatigue in Routine Clinical Care: A Feasibility Study. ACI Open 07:01, pages e1-e7.
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Hiroatsu Hatsukawa & Masaaki Ishikawa. (2022) Decreased initial pupil size and shortened constriction latency due to negative mood states and mental fatigue in clinical subacute pain models. Physiology & Behavior 253, pages 113850.
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Jui-Tai Chen, Ying-Chun Kuo, Tzu-Yu Hsu & Chin-An Wang. (2022) Fatigue and Arousal Modulations Revealed by Saccade and Pupil Dynamics. International Journal of Environmental Research and Public Health 19:15, pages 9234.
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Johannes Zauner, Herbert Plischke & Hans Strasburger. (2022) Spectral dependency of the human pupillary light reflex. Influences of pre-adaptation and chronotype. PLOS ONE 17:1, pages e0253030.
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Xianyin Hu, Shinji Nakatsuru, Yuki Ban, Rui Fukui & Shin'ichi Warisawa. (2021) A physiology-based approach for estimation of mental fatigue levels with both high time resolution and high level of granularity. Informatics in Medicine Unlocked 24, pages 100594.
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Inès Daguet, Didier Bouhassira & Claude Gronfier. (2019) Baseline Pupil Diameter Is Not a Reliable Biomarker of Subjective Sleepiness. Frontiers in Neurology 10.
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Yasunori Yamada & Masatomo Kobayashi. (2018) Detecting mental fatigue from eye-tracking data gathered while watching video: Evaluation in younger and older adults. Artificial Intelligence in Medicine 91, pages 39-48.
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Mahiko Konishi, Kevin Brown, Luca Battaglini & Jonathan Smallwood. (2017) When attention wanders: Pupillometric signatures of fluctuations in external attention. Cognition 168, pages 16-26.
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Alessio Dragone, Stefano Lasaponara, Mario Pinto, Francesca Rotondaro, Maria De Luca & Fabrizio Doricchi. (2017) Expectancy modulates pupil size during endogenous orienting of spatial attention. Cortex.
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