Automatic classification of eye activity for cognitive load measurement with emotion interference

Measuring cognitive load changes can contribute to better treatment of patients, can help design effective strategies to reduce medical errors among clinicians and can facilitate user evaluation of health care information systems. This paper proposes an eye-based automatic cognitive load measurement...

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Bibliographic Details
Published in:	Computer methods and programs in biomedicine 2013-05, Vol.110 (2), p.111-124
Main Authors:	Chen, Siyuan, Epps, Julien
Format:	Article
Language:	English
Subjects:	Adult Applied sciences Artificial intelligence Biological and medical sciences Blink Blinking - physiology Cognition - physiology Cognition. Intelligence Cognitive load Computer science control theory systems Computerized management (medical records, files, hospital management) Computerized, statistical medical data processing and models in biomedicine Emotions Exact sciences and technology Eye activity Eye movement Eye Movements Female Fixation Fundamental and applied biological sciences. Psychology Humans Intellectual and cognitive abilities Internal Medicine Male Medical sciences Middle Aged Models, Statistical Normal Distribution Other Pattern recognition. Digital image processing. Computational geometry Physiological measures Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Pupil Pupil - physiology Reaction Time - physiology Saccade Saccades - physiology Signal Processing, Computer-Assisted Time Factors Young Adult
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