A multimodal approach to depression diagnosis: insights from machine learning algorithm development in primary care

General practitioners play an essential role in identifying depression and are often the first point of contact for patients. Current diagnostic tools, such as the Patient Health Questionnaire-9, provide initial screening but might lead to false positives. To address this, we developed a two-step ma...

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Bibliographic Details

Published in:	European archives of psychiatry and clinical neuroscience
Main Authors:	Eder, Julia, Dong, Mark Sen, Wöhler, Melanie, Simon, Maria S., Glocker, Catherine, Pfeiffer, Lisa, Gaus, Richard, Wolf, Johannes, Mestan, Kadir, Krcmar, Helmut, Koutsouleris, Nikolaos, Schneider, Antonius, Gensichen, Jochen, Musil, Richard, Falkai, Peter
Format:	Journal Article
Language:	English
Published:	Germany 10.03.2025
Subjects:	Depression diagnosis Predictive algorithm Primary care Depression subtypes Data-driven methods
ISSN:	0940-1334, 1433-8491, 1433-8491
Online Access:	Get full text
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