Automatic cognitive fatigue detection using wearable fNIRS and machine learning

Wearable sensors have increasingly been applied in healthcare to generate data and monitor patients unobtrusively. Their application for Brain–Computer Interfaces (BCI) allows for unobtru sively monitoring one’s cognitive state over time. A particular state relevant in multiple domains is cognitive...

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Detalhes bibliográficos
Autor principal: Varandas, Rui (author)
Outros Autores: Lima, Rodrigo (author), Bermúdez i Badia, Sergi (author), Silva, Hugo (author), Gamboa, Hugo (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Cognitive fatigue
Functional near-infrared spectroscopy
Machine learning
Brain–computer interface
.
Faculdade de Ciências Exatas e da Engenharia
Texto completo:http://hdl.handle.net/10400.13/4450
País:Portugal
Oai:oai:digituma.uma.pt:10400.13/4450

Texto Completo

http://hdl.handle.net/10400.13/4450

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