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

• Koutsouleris N Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Dwyer DB Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Degenhardt F Institute of Human Genetics, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany.
• Maj C Institute of Genomic Statistics and Bioinformatics, University of Bonn, Bonn, Germany.
• Urquijo-Castro MF Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Sanfelici R Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Popovic D Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Oeztuerk O Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Haas SS Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York.
• Weiske J Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Ruef A Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Kambeitz-Ilankovic L Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany.
• Antonucci LA Department of Education, Psychology, and Communication, University of Bari Aldo Moro, Bari, Italy.
• Neufang S Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany.
• Schmidt-Kraepelin C Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany.
• Ruhrmann S Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany.
• Penzel N Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany.
• Kambeitz J Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany.
• Haidl TK Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany.
• Rosen M Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital, University of Cologne, Cologne, Germany.
• Chisholm K Institute for Mental Health, University of Birmingham, Birmingham, United Kingdom.
• Riecher-Rössler A Department of Psychiatry, Psychiatric University Hospital, University of Basel, Switzerland.
• Egloff L Department of Psychiatry, Psychiatric University Hospital, University of Basel, Switzerland.
• Schmidt A Department of Psychiatry, Psychiatric University Hospital, University of Basel, Switzerland.
• Andreou C Department of Psychiatry, Psychiatric University Hospital, University of Basel, Switzerland.
• Hietala J Department of Psychiatry, University of Turku, Turku, Finland.
• Schirmer T GE Healthcare GmbH (previously GE Global Research GmbH), Munich, Germany.
• Romer G Department of Child and Adolescent Psychiatry, University of Münster, Münster, Germany.
• Walger P Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, LVR Clinic Düsseldorf, Düsseldorf, Germany.
• Franscini M Department of Child and Adolescent Psychiatry and Psychotherapy, University of Zürich, Zürich, Switzerland.
• Traber-Walker N Department of Child and Adolescent Psychiatry and Psychotherapy, University of Zürich, Zürich, Switzerland.
• Schimmelmann BG University Hospital of Child and Adolescent Psychiatry, University Hospital Hamburg-Eppendorf, Hamburg, Germany.
• Flückiger R University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.
• Michel C University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.
• Rössler W Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland.
• Borisov O Institute of Genomic Statistics and Bioinformatics, University of Bonn, Bonn, Germany.
• Krawitz PM Institute of Genomic Statistics and Bioinformatics, University of Bonn, Bonn, Germany.
• Heekeren K Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland.
• Buechler R Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland.
• Pantelis C Melbourne Neuropsychiatry Centre, University of Melbourne and Melbourne Health, Melbourne, Australia.
• Falkai P Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.
• Salokangas RKR Department of Psychiatry, University of Turku, Turku, Finland.
• Lencer R Department of Psychiatry and Psychotherapy, University of Münster, Münster, Germany.
• Bertolino A Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy.
• Borgwardt S Department of Psychiatry, Psychiatric University Hospital, University of Basel, Switzerland.
• Noethen M Institute of Human Genetics, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany.
• Brambilla P Department of Neurosciences and Mental Health, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
• Wood SJ Centre for Youth Mental Health, University of Melbourne, Melbourne, Australia.
• Upthegrove R Institute for Mental Health, University of Birmingham, Birmingham, United Kingdom.
• Schultze-Lutter F Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany.
• Theodoridou A Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, Zurich, Switzerland.
• Meisenzahl E Department of Psychiatry and Psychotherapy, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany.

Psychiatry and Mental health