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

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第一作者: Julia,Eder
第一单位: Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany. j.eder@med.uni-muenchen.de.;Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany. j.eder@med.uni-muenchen.de.;German Center for Mental Health (DZPG), Partner Site Munich-Augsburg, Munich, Germany. j.eder@med.uni-muenchen.de.
作者单位: Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany. j.eder@med.uni-muenchen.de.;Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany. j.eder@med.uni-muenchen.de.;German Center for Mental Health (DZPG), Partner Site Munich-Augsburg, Munich, Germany. j.eder@med.uni-muenchen.de. [1] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany. [2] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany.;Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany. [3] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany.;German Center for Mental Health (DZPG), Partner Site Munich-Augsburg, Munich, Germany. [4] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany.;Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany.;Chair for Information Systems, Technical University of Munich (TUM), 85748, Garching, Germany. [5] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany.;Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. [6] Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany.;Institute of General Practice and Health Services Research, School of Medicine, Technical University Munich, Munich, Germany. [7] Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany.;German Center for Mental Health (DZPG), Partner Site Munich-Augsburg, Munich, Germany.;Institute of General Practice and Family Medicine, Ludwig-Maximilians-University Munich, Munich, Germany. [8] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany.;Oberberg Fachklinik Bad Tölz, Bad Tölz, Germany. [9] Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstraße 7, 80336, Munich, Germany.;Graduate Program "POKAL - Predictors and Outcomes in Primary Care" (DFG-GrK 2621), Munich, Germany.;German Center for Mental Health (DZPG), Partner Site Munich-Augsburg, Munich, Germany.;Max-Planck Institute of Psychiatry, Munich, Germany. [10]
DOI 10.1007/s00406-025-01990-5
PMID 40063259
发布时间 2025-07-02
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