Generalisable machine learning models trained on heart rate variability data to predict mental fatigue

A prolonged period of cognitive performance often leads to mental fatigue, a psychobiological state that increases the risk of injury and accidents. Previous studies have trained machine learning algorithms on Heart Rate Variability (HRV) data to detect fatigue in order to prevent its consequences....

Descripción completa

Detalles Bibliográficos
Autores principales: Matuz, András, van der Linden, Dimitri, Darnai, Gergely, Csathó, Árpád
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9681752/
https://www.ncbi.nlm.nih.gov/pubmed/36414673
http://dx.doi.org/10.1038/s41598-022-24415-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9681752/
https://www.ncbi.nlm.nih.gov/pubmed/36414673
http://dx.doi.org/10.1038/s41598-022-24415-y

Ejemplares similares