Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression
作者:
Koutsouleris, Nikolaos [1]
;
Dwyer, Dominic B. [2]
;
Degenhardt, Franziska [3]
;
Maj, Carlo [4]
;
Urquijo-Castro, Maria Fernanda [5]
;
Sanfelici, Rachele [6]
;
Popovic, David [7]
;
Oeztuerk, Oemer [8]
;
Haas, Shalaila S. [9]
;
Weiske, Johanna [10]
;
Ruef, Anne [11]
;
Kambeitz-Ilankovic, Lana [12]
;
Antonucci, Linda A. [13]
;
Neufang, Susanne [14]
;
Schmidt-Kraepelin, Christian [15]
;
Ruhrmann, Stephan [16]
;
Penzel, Nora [17]
;
Kambeitz, Joseph [18]
;
Haidl, Theresa K. [19]
;
Rosen, Marlene [20]
;
Chisholm, Katharine [21]
;
Riecher-Rossler, Anita [22]
;
Egloff, Laura ;
Schmidt, Andre ;
Andreou, Christina ;
Hietala, Jarmo ;
Schirmer, Timo ;
Romer, Georg ;
Walger, Petra ;
Franscini, Maurizia ;
Traber-Walker, Nina ;
Schimmelmann, Benno G. ;
Fluckiger, Rahel ;
Michel, Chantal ;
Rossler, Wulf ;
Borisov, Oleg ;
Krawitz, Peter M. ;
Heekeren, Karsten ;
Buechler, Roman ;
Pantelis, Christos ;
Falkai, Peter ;
Salokangas, Raimo K. R. ;
Lencer, Rebekka ;
Bertolino, Alessandro ;
Borgwardt, Stefan ;
Noethen, Markus ;
Brambilla, Paolo ;
Wood, Stephen J. ;
Upthegrove, Rachel ;
Schultze-Lutter, Frauke ;
Theodoridou, Anastasia ;
Meisenzahl, Eva
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
JAMA psychiatry
195-209页
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