Behavioral Indicators on a Mobile Sensing Platform Predict Clinically Validated Psychiatric Symptoms of Mood and Anxiety Disorders.

Skyler Place Danielle Blanch-Hartigan Channah Rubin Cristina Gorrostieta Caroline Mead John Kane Brian P Marx Joshua Feast Thilo Deckersbach Alex 'Sandy' Pentland Andrew A Nierenberg Ali Azarbayejani

Published in: Journal of medical Internet research (2017)

Behavioral indicators passively collected through a mobile sensing platform predicted symptoms of depression and PTSD. The use of mobile sensing platforms can provide clinically validated behavioral indicators in real time; however, further validation of these models and this platform in large clinical samples is needed.

Keyphrases

sleep quality
high throughput
depressive symptoms
mental health
bipolar disorder
physical activity
clinical evaluation