Predicting stress and depressive symptoms using high-resolution smartphone data and sleep behavior in Danish adults.

Thea Otte AndersenAgnete Skovlund DissingElin Rosenbek SeverinsenAndreas Kryger JensenVi Thanh PhamTibor V VargaNaja Hulvej Rod

Published in: Sleep (2022)

Sleep behavior is an important predictor when forecasting mental health symptoms and it outperforms novel approaches using objective and subjective smartphone behavior.

Keyphrases

sleep quality
depressive symptoms
mental health
high resolution
physical activity
social support
mass spectrometry
electronic health record
machine learning
deep learning
artificial intelligence