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Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression

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作者单位: GE Healthcare GmbH, Munich, Germany [1] Univ Bari Aldo Moro, Dept Educ Psychol & Commun, Bari, Italy [2] Univ Hosp Psychiat Zurich, Dept Psychiat Psychotherapy & Psychosomat, Zurich, Switzerland [3] Ludwig Maximilians Univ Munchen, Dept Psychiat & Psychotherapy, Nussbaumstr 7, D-80336 Munich [4] Univ Cologne, Fac Med, Dept Psychiat & Psychotherapy, Cologne, Germany [5] Univ Melbourne, Ctr Youth Mental Hlth, Melbourne, Vic, Australia [6] Univ Bonn, Inst Genom Stat & Bioinformat, Bonn, Germany [7] Univ Basel, Psychiat Univ Hosp, Dept Psychiat, Basel, Switzerland [8] LVR Clin Dusseldorf, Dept Child & Adolescent Psychiat Psychotherapy &, Dusseldorf, Germany [9] Rheinische Friedrich Wilhelms Univ Bonn, Inst Human Genet, Bonn, Germany [10] Univ Hosp Hamburg Eppendorf, Univ Hosp Child & Adolescent Psychiat, Hamburg, Germany [11] Univ Munster, Dept Child & Adolescent Psychiat, Munster, Germany [12] Univ Bern, Univ Hosp Child & Adolescent Psychiat & Psychothe, Bern, Switzerland [13] Fdn Ist Ricovero & Cura Carattere Sci Ca Granda O, Dept Neurosci & Mental Hlth, Milan, Italy [14] Heinrich Heine Univ, Med Fac, Dept Psychiat & Psychotherapy, Dusseldorf, Germany [15] Univ Zurich, Dept Child & Adolescent Psychiat & Psychotherapy, Zurich, Switzerland [16] Univ Turku, Dept Psychiat, Turku, Finland [17] Univ Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy [18] Univ Birmingham, Inst Mental Hlth, Birmingham, W Midlands, England [19] Univ Munster, Dept Psychiat & Psychotherapy, Munster, Germany [20] Icahn Sch Med Mt Sinai, Dept Psychiat, New York, NY 10029 USA [21] Univ Melbourne, Melbourne Neuropsychiat Ctr, Melbourne, Vic, Australia [22]
发布时间 2021-07-24
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JAMA psychiatry

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