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Accurate machine learning prediction of sexual orientation based on brain morphology and intrinsic functional connectivity.

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第一作者： Benjamin,Clemens

第一单位： Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen, Pauwelsstr. 30, 52074 Aachen, Germany.;Research Center Jülich, Institute of Neuroscience and Medicine: JARA-Institute Brain Structure Function Relationship (INM 10), Wilhelm-Johnen-Strase, 52428 Jülich, Germany.

作者： Benjamin,Clemens ^[1] ; Jeremy,Lefort-Besnard ^[2] ; Christoph,Ritter ^[3] ; Elke,Smith ^[4] ; Mikhail,Votinov ^[1] ; Birgit,Derntl ^[5] ; Ute,Habel ^[1] ; Danilo,Bzdok ^[6]

作者单位： Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen, Pauwelsstr. 30, 52074 Aachen, Germany.;Research Center Jülich, Institute of Neuroscience and Medicine: JARA-Institute Brain Structure Function Relationship (INM 10), Wilhelm-Johnen-Strase, 52428 Jülich, Germany. ^[1] Unicaen, Inserm, Comete, Gip Cyceron, 1400 Caen, Normandie, France. ^[2] Interdisciplinary Center for Clinical Research (IZKF), RWTH Aachen University, Pauwelsstr. 30, 52074 Aachen, Germany. ^[3] Biological Psychology, Department of Psychology, University of Cologne, Bernhard-Feilchenfeld-Str. 11, 50969 Cologne, Germany. ^[4] Department of Psychiatry and Psychotherapy, University of Tübingen, Calwerst. 14, 72076 Tübingen, Germany.;Werner Reichardt Center for Integrative Neuroscience (CIN), University of Tübingen, Otfried-Müller-Str. 25, 72076 Tübingen, Germany. ^[5] McConnell Brain Imaging Centre, McGill University, 3801 University Rue, Montreal Quebec H3A 2B4, Canada.;Department of Biomedical Engineering, McGill University, 3775 University Rue, Montreal Quebec H3A 2B4, Canada.;Faculty of Medicine, Montreal Neurological Institute (MNI) and Hospital, McGill University, 3801 University Rue, Montreal Quebec H3A 2B4, Canada.;Mila-Quebec Artificial Intelligence Institute, 6666 Rue St-Urbain #200, Montreal Quebec H2S 3H1, Canada. ^[6]

关键词 fMRI machine learning predictive modeling resting-state functional connectivity (RSFC)sexual orientation

医学主题词人类(Humans);男(雄)性(Male);女(雌)性(Female);磁共振成像(Magnetic Resonance Imaging);脑(Brain);性行为(Sexual Behavior);脑图(Brain Mapping)

DOI 10.1093/cercor/bhac323

PMID 36104854

发布时间 2023-09-15

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准确一般字义偏差语意偏离译文作用小提交