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

Hannah N Ziobrowski,Ruifeng Cui,Eric L Ross,Howard Liu,Victor Puac-Polanco,Brett Turner,Lucinda B Leung,Robert M Bossarte,Corey Bryant,Wilfred R Pigeon,David W Oslin,Edward P Post,Alan M Zaslavsky,Jose R Zubizarreta,Andrew A Nierenberg,Alex Luedtke,Chris J Kennedy,Ronald C Kessler

Psychological medicine（2022）

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摘要

Patients with MDD could pre-emptively be informed of their likelihood of responding to psychotherapy using a prediction tool based on self-report data. This tool could meaningfully help patients and providers in shared decision-making, although parallel information about the likelihood of responding to alternative treatments would be needed to inform decision-making across multiple treatments.

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关键词

Depression,Veterans Health Administration,machine learning,psychotherapy,treatment response

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