Feasibility of a Machine Learning-Based Smartphone Application in Detecting Depression and Anxiety in a Generally Senior Population

BACKGROUND: Depression and anxiety create a large health burden and increase the risk of premature mortality. Mental health screening is vital, but more sophisticated screening and monitoring methods are needed. The Ellipsis Health App addresses this need by using semantic information from recorded...

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Detalles Bibliográficos
Autores principales: Lin, David, Nazreen, Tahmida, Rutowski, Tomasz, Lu, Yang, Harati, Amir, Shriberg, Elizabeth, Chlebek, Piotr, Aratow, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Psychology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037748/
https://www.ncbi.nlm.nih.gov/pubmed/35478769
http://dx.doi.org/10.3389/fpsyg.2022.811517

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037748/
https://www.ncbi.nlm.nih.gov/pubmed/35478769
http://dx.doi.org/10.3389/fpsyg.2022.811517

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