Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis.

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作者： Raymond,Salvador ^[1] ; Joaquim,Radua ^[2] ; Erick J,Canales-Rodríguez ^[1] ; Aleix,Solanes ^[2] ; Salvador,Sarró ^[3] ; José M,Goikolea ^[4] ; Alicia,Valiente ^[1] ; Gemma C,Monté ^[2] ; María Del Carmen,Natividad ^[1] ; Amalia,Guerrero-Pedraza ^[5] ; Noemí,Moro ^[1] ; Paloma,Fernández-Corcuera ^[2] ; Benedikt L,Amann ^[2] ; Teresa,Maristany ^[6] ; Eduard,Vieta ^[7] ; Peter J,McKenna ^[1] ; Edith,Pomarol-Clotet ^[2]

作者单位： FIDMAG - Germanes Hospitalaries, Barcelona, Spain. ^[1] Centro de Investigación Biomedica en Red de Salud Mental (CIBERSAM), Barcelona, Spain. ^[2] Institute of Psychiatry, Psychology and Neuroscience, King's College, London, United Kingdom. ^[3] Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden. ^[4] University of Barcelona, Barcelona, Spain. ^[5] Hospital Clínic, University of Barcelona, IDIBAPS, Barcelona, Spain. ^[6] Hospital Benito Menni - CASM, Sant Boi de Llobregat, Spain. ^[7] Hospital Mare de Déu de la Mercè, Barcelona, Spain. ^[8] Institut de Neuropsiquiatria i Addiccions, Centre Fòrum Research Unit, Parc de Salut Mar, Barcelona, Spain. ^[9] IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain. ^[10] Department of Psychiatry, Autonomous University of Barcelona, Barcelona, Spain. ^[11] Hospital Sant Joan de Déu, Esplugues de Llobregat, Spain. ^[12]