Utilizing Machine Learning on Internet Search Activity to Support the Diagnostic Process and Relapse Detection in Young Individuals With Early Psychosis: Feasibility Study.

Michael Leo Birnbaum Prathamesh Param Kulkarni Anna R Van Meter Victor Chen Asra F Rizvi Elizabeth Arenare Munmun De Choudhury John M Kane

Published in: JMIR mental health (2020)

Online search activity holds promise for gathering objective and easily accessed indicators of psychiatric symptoms. Utilizing search activity as collateral behavioral health information would represent a major advancement in efforts to capitalize on objective digital data to improve mental health monitoring.

Keyphrases

health information
mental health
social media
machine learning
big data
healthcare
electronic health record
physical activity
depressive symptoms
sleep quality
middle aged
quantum dots