Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning–Based Exploratory Study

BACKGROUND: Depression levels in adolescents have trended upward over the past several years. According to a 2020 survey by the National Survey on Drug Use and Health, 4.1 million US adolescents have experienced at least one major depressive episode. This number constitutes approximately 16% of adol...

Descripción completa

Detalles Bibliográficos
Autores principales: Mullick, Tahsin, Radovic, Ana, Shaaban, Sam, Doryab, Afsaneh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270714/
https://www.ncbi.nlm.nih.gov/pubmed/35749157
http://dx.doi.org/10.2196/35807

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270714/
https://www.ncbi.nlm.nih.gov/pubmed/35749157
http://dx.doi.org/10.2196/35807

Ejemplares similares