Prediction of depression symptoms in individual subjects with face and eye movement tracking

BackgroundDepression is a challenge to diagnose reliably and the current gold standard for trials of DSM-5 has been in agreement between two or more medical specialists. Research studies aiming to objectively predict depression have typically used brain scanning. Less expensive methods from cognitiv...

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Bibliographic Details
Published in:	Psychological medicine Vol. 52; no. 9; pp. 1784 - 1792
Main Authors:	Stolicyn, Aleks, Steele, J. Douglas, Seriès, Peggy
Format:	Journal Article
Language:	English
Published:	Cambridge, UK Cambridge University Press 01.07.2022
Subjects:	Automation Brain Caffeine Cameras Classification Clinical trials Cognition Cognitive ability Cognitive tasks Digital cameras Distraction Experiments Eye movements Eyelid Face Keyboards Machine learning Medical imaging Mental depression Nervous system Neurosciences Novels Original Article Quality Quality control Specialists Symptoms Task performance Tracking prediction eye movements eye-tracking depression face movements machine learning Cognitive tasks
ISSN:	0033-2917, 1469-8978, 1469-8978
Online Access:	Get full text
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