A Machine Learning Approach for Continuous Mining of Nonidentifiable Smartphone Data to Create a Novel Digital Biomarker Detecting Generalized Anxiety Disorder: Prospective Cohort Study

BACKGROUND: Anxiety is one of the leading causes of mental health disability around the world. Currently, a majority of the population who experience anxiety go undiagnosed or untreated. New and innovative ways of diagnosing and monitoring anxiety have emerged using smartphone sensor–based monitorin...

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Detalles Bibliográficos
Autores principales: Choudhary, Soumya, Thomas, Nikita, Alshamrani, Sultan, Srinivasan, Girish, Ellenberger, Janine, Nawaz, Usman, 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/PMC9472035/
https://www.ncbi.nlm.nih.gov/pubmed/36040777
http://dx.doi.org/10.2196/38943

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