Machine Learning Models for the Classification of Sleep Deprivation Induced Performance Impairment During a Psychomotor Vigilance Task Using Indices of Eye and Face Tracking

High risk professions, such as pilots, police officers, and TSA agents, require sustained vigilance over long periods of time and/or under conditions of little sleep. This can lead to performance impairment in occupational tasks. Predicting impaired states before performance decrement manifests is c...

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Detalhes bibliográficos
Publicado no:Front Artif Intell
Main Authors: Daley, Matthew S., Gever, David, Posada-Quintero, Hugo F., Kong, Youngsun, Chon, Ki, Bolkhovsky, Jeffrey B.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Artificial Intelligence
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7861325/
https://ncbi.nlm.nih.gov/pubmed/33733136
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frai.2020.00017
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