Development of a model to predict antidepressant treatment response for depression among Veterans.

Victor Puac-PolancoHannah N ZiobrowskiEric L RossHoward LiuBrett TurnerRuifeng CuiLucinda B LeungRobert M BossarteCorey BryantJutta JoormannAndrew A NierenbergDavid W OslinWilfred R PigeonEdward P PostNur Hani ZainalAlan M ZaslavskyJose R ZubizarretaAlex LuedtkeChris J KennedyAndrea CiprianiToshiaki A FurukawaRonald C Kessler

Published in: Psychological medicine (2022)

Although these results are promising, parallel models to predict response to alternative treatments based on data collected before initiating treatment would be needed for such models to help guide treatment selection.

Keyphrases

electronic health record
machine learning
big data
physical activity
smoking cessation