Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone

BACKGROUND: Although geriatric depression is prevalent, diagnosis using self-reporting instruments has limitations when measuring the depressed mood of older adults in a community setting. Ecological momentary assessment (EMA) by using wearable devices could be used to collect data to classify older...

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Detalles Bibliográficos
Autores principales: Kim, Heejung, Lee, SungHee, Lee, SangEun, Hong, Soyun, Kang, HeeJae, Kim, Namhee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2019
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6913579/
https://www.ncbi.nlm.nih.gov/pubmed/31621642
http://dx.doi.org/10.2196/14149

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6913579/
https://www.ncbi.nlm.nih.gov/pubmed/31621642
http://dx.doi.org/10.2196/14149

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