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...

Descripción completa

Detalles Bibliográficos
Autores principales: Daley, Matthew S., Gever, David, Posada-Quintero, Hugo F., Kong, Youngsun, Chon, Ki, Bolkhovsky, Jeffrey B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7861325/
https://www.ncbi.nlm.nih.gov/pubmed/33733136
http://dx.doi.org/10.3389/frai.2020.00017

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7861325/
https://www.ncbi.nlm.nih.gov/pubmed/33733136
http://dx.doi.org/10.3389/frai.2020.00017

Ejemplares similares