Predictive Modeling of Mental Illness Onset Using Wearable Devices and Medical Examination Data: Machine Learning Approach

The prevention and treatment of mental illness is a serious social issue. Prediction and intervention, however, have been difficult because of lack of objective biomarkers for mental illness. The objective of this study was to use biometric data acquired from wearable devices as well as medical exam...

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Vydané v:	Frontiers in digital health Ročník 4; s. 861808
Hlavní autori:	Saito, Tomoki, Suzuki, Hikaru, Kishi, Akifumi
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Switzerland Frontiers Media S.A 14.04.2022
Predmet:	Digital Health machine learning medical examination mental illness mHealth physical activity predictive detection predictive detection sleep mental illness wearable data mHealth machine learning medical examination physical activity
ISSN:	2673-253X, 2673-253X
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