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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Bibliographic Details

Published in:	Frontiers in digital health Vol. 4; p. 861808
Main Authors:	Saito, Tomoki, Suzuki, Hikaru, Kishi, Akifumi
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 14.04.2022
Subjects:	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
Online Access:	Get full text
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