Toward trustworthy clinical AI for obsessive-compulsive disorder: reliability, generalizability, and interpretability of a transformer model across the ENIGMA-OCD consortium

Maria Pak(Seoul National University), Marcelo C. Batistuzzo(Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo), Alan Anticevic(Yale University), Federica Piras(Fondazione Santa Lucia), Lea L. Backhausen(Technische Universität Dresden), Chris Vriend(Amsterdam Neuroscience), Jun Soo Kwon(Seoul National University Hospital), Emma Muñoz‐Moreno(Consorci Institut D'Investigacions Biomediques August Pi I Sunyer), Clara Moreau(Université de Montréal), Hirofumi Tomiyama(Kyushu University), Fabrizio Piras(Fondazione Santa Lucia), Francesco Benedetti(Vita-Salute San Raffaele University), Jamie D. Feusner(Centre for Addiction and Mental Health), Emily Stern(Nathan Kline Institute for Psychiatric Research), Erika L Nurmi(American Academy of Child and Adolescent Psychiatry), Ganesan Venkatasubramanian(National Institute of Mental Health and Neurosciences), Chiang‐Shan R. Li(Yale University), Ana Daniela Costa(Clinical Academic Center of Braga), Anders Lillevik Thorsen(Haukeland University Hospital), Carles Soriano‐Mas(Institut d'Investigació Biomédica de Bellvitge), Kristen Hagen(Norwegian University of Science and Technology), Goi Khia Eng(Nathan Kline Institute for Psychiatric Research), Luisa Lázaro(Orygen Youth Health), Hein J. F. van Marle(Amsterdam Neuroscience), José C. Pariente(Consorci Institut D'Investigacions Biomediques August Pi I Sunyer), Joseph O’Neill(Radboud University Nijmegen), Lea Waller(Humboldt-Universität zu Berlin), Fern Jaspers‐Fayer(University of British Columbia), Hanyang Ruan(Technical University of Munich), Ignacio Martínez‐Zalacaín(Orygen Youth Health), Jonathan Ipser(South African Medical Research Council), José M. Menchón(Bellvitge University Hospital), Christine Löchner(Orygen Youth Health), Kathrin Koch(Orygen Youth Health), Je‐Yeon Yun(Seoul National University), Daniela Rodriguez-Manrique(Technical University of Munich), Anouk van der Straten, Daniela Vecchio(Fondazione Santa Lucia), H. Blair Simpson(Columbia University Irving Medical Center), Eiji Shimizu(Center for Forensic Mental Health, Chiba University), Sangyoon Bae(Seoul National University), Youngchan Ryu(Seoul National University), Hao Hu(Shanghai Mental Health Center), Janardhanan C. Narayanaswamy(Monash Health), Bjarne Hansen(Haukeland University Hospital), Federica Colombo(IRCCS Ospedale San Raffaele), Beatriz Couto(Clinical Academic Center of Braga), Christopher Pittenger(Yale University), Benedetta Vai(Vita-Salute San Raffaele University), J R Sato(Universidade Federal do ABC)
medRxiv
April 27, 2026
Cited by 0


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