Article

A Machine-Learning-Based Matching System For Patient-Therapist Dyads In Routine Psychotherapy

2026-03-17

Abstract excerpt

<p>ObjectiveTherapists differ in their effectiveness, yet precision mental health has primarily focused on matching patients to treatments rather than to the person delivering it. We investigated whether machine-learning (ML) models trained on comprehensive patient and therapist data can predict early psychotherapy outcomes and generate patient-specific therapist recommendations. MethodsOur sample included 1,159 p...

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Literature Corpus work: 7b088e94-c654-5b89-b9da-dfa4d3d46c97
DOI: 10.31234/osf.io/hx3em_v1

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