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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	European archives of psychiatry and clinical neuroscience
Hauptverfasser:	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
Sprache:	Englisch
Veröffentlicht:	Germany 10.03.2025
Schlagworte:	Depression diagnosis Predictive algorithm Primary care Depression subtypes Data-driven methods
ISSN:	0940-1334, 1433-8491, 1433-8491
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!