Identifying psychiatric manifestations in schizophrenia and depression from audio-visual behavioural indicators through a machine-learning approach

Schizophrenia (SCZ) and depression (MDD) are two chronic mental disorders that seriously affect the quality of life of millions of people worldwide. We aim to develop machine-learning methods with objective linguistic, speech, facial, and motor behavioral cues to reliably predict the severity of psy...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Shihao, Yang, Zixu, Chakraborty, Debsubhra, Chua, Yi Han Victoria, Tolomeo, Serenella, Winkler, Stefan, Birnbaum, Michel, Tan, Bhing-Leet, Lee, Jimmy, Dauwels, Justin
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/PMC9640655/
https://www.ncbi.nlm.nih.gov/pubmed/36344515
http://dx.doi.org/10.1038/s41537-022-00287-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9640655/
https://www.ncbi.nlm.nih.gov/pubmed/36344515
http://dx.doi.org/10.1038/s41537-022-00287-z

Ejemplares similares