Depressive symptom screening in elderly by passive sensing data of smartphones or smartwatches: A systematic review.

Rujira AdhibaiHathairat KosiyapornKamolphat MarkchangSopit NasuebOrratai WaleewongRapeepong Suphanchaimat

Published in: PloS one (2024)

Passive sensing data, such as sleep, and physical activity parameters should be promoted for depressive symptoms detection. However, the validity, reliability, feasibility, and privacy concerns still need further exploration.

Keyphrases

physical activity
depressive symptoms
big data
electronic health record
sleep quality
bipolar disorder
middle aged
machine learning
healthcare
social support
artificial intelligence
data analysis
patient reported
quantum dots