Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample

INTRODUCTION: Biomarkers of mental effort may help to identify subtle cognitive impairments in the absence of task performance deficits. Here, we aim to detect mental effort on a verbal task, using automated voice analysis and machine learning. METHODS: Audio data from the digit span backwards task...

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Detalles Bibliográficos
Autores principales: Taptiklis, Nick, Su, Merina, Barnett, Jennifer H., Skirrow, Caroline, Kroll, Jasmin, Cormack, Francesca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435853/
https://www.ncbi.nlm.nih.gov/pubmed/37601036
http://dx.doi.org/10.3389/frai.2023.1171652

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435853/
https://www.ncbi.nlm.nih.gov/pubmed/37601036
http://dx.doi.org/10.3389/frai.2023.1171652

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