A Machine Learning Approach for Detecting Digital Behavioral Patterns of Depression Using Nonintrusive Smartphone Data (Complementary Path to Patient Health Questionnaire-9 Assessment): Prospective Observational Study

BACKGROUND: Depression is a major global cause of morbidity, an economic burden, and the greatest health challenge leading to chronic disability. Mobile monitoring of mental conditions has long been a sought-after metric to overcome the problems associated with the screening, diagnosis, and monitori...

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Detalles Bibliográficos
Autores principales: Choudhary, Soumya, Thomas, Nikita, Ellenberger, Janine, Srinivasan, Girish, Cohen, Roy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9152726/
https://www.ncbi.nlm.nih.gov/pubmed/35420993
http://dx.doi.org/10.2196/37736

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