Multitask Learning for Mental Health: Depression, Anxiety, Stress (DAS) Using Wearables

Multitask Learning for Mental Health: Depression, Anxiety, Stress (DAS) Using Wearables

This study investigates the prediction of mental well-being factors—depression, stress, and anxiety—using the NetHealth dataset from college students. The research addresses four key questions, exploring the impact of digital biomarkers on these factors, their alignment with conventional psychology...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Berrenur Saylam, Özlem Durmaz İncel
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2024-02-01
Cyfres:Diagnostics
Pynciau:
deep learning
LSTM
regression
ensemble learning
random forest
XGBoost
Mynediad Ar-lein:https://www.mdpi.com/2075-4418/14/5/501

Rhyngrwyd

https://www.mdpi.com/2075-4418/14/5/501

Eitemau Tebyg