Digital Biomarkers of Social Anxiety Severity: Digital Phenotyping Using Passive Smartphone Sensors.

Nicholas C Jacobson Berta J Summers Sabine Wilhelm

Published in: Journal of medical Internet research (2020)

These results suggest that smartphone sensor data may be utilized to accurately detect social anxiety symptom severity and discriminate social anxiety symptom severity from depressive symptoms, negative affect, and positive affect.

Keyphrases

sleep quality
depressive symptoms
healthcare
mental health
high throughput
big data
machine learning
patient reported