Multimodal integration of neuroimaging and genetic data for the diagnosis of mood disorders based on computer vision models.

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第一作者： Seungeun,Lee

第一单位： Department of Mathematics, Korea University, Anamro 145, Seoungbuk-gu, Seoul, 02841, Republic of Korea.

作者： Seungeun,Lee ^[1] ; Yongwon,Cho ^[2] ; Yuyoung,Ji ^[3] ; Minhyek,Jeon ^[4] ; Aram,Kim ^[5] ; Byung-Joo,Ham ^[6] ; Yoonjung Yoonie,Joo ^[7]

作者单位： Department of Mathematics, Korea University, Anamro 145, Seoungbuk-gu, Seoul, 02841, Republic of Korea. ^[1] Department of Computer Science and Engineering, Soonchunhyang University, South Korea, Republic of Korea. ^[2] Division of Life Science, Korea University, Anamro 145, Seoungbuk-gu, Seoul, 02841, Republic of Korea. ^[3] Division of Biotechnology, Korea University, Anamro 145, Seoungbuk-gu, Seoul, 02841, Republic of Korea; Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA, 15213, United States. ^[4] Department of Biomedical Sciences, Korea University College of Medicine, Seoul, 02841, Republic of Korea. ^[5] Department of Psychiatry, Korea University Anam Hospital, 73, Goryeodae-ro, Seoungbuk-gu, Seoul, 02841, Republic of Korea. Electronic address: byungjoo.ham@gmail.com. ^[6] Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Samsung Medical Center, 115 Irwon-Ro, Gangnam-Gu, Seoul, 06355, Republic of Korea. Electronic address: helloyjjoo@gmail.com. ^[7]

关键词 Computer vision models Imaging genetics Mood disorders Precision psychiatry Psychiatric diagnosis Vision transformer

主题词人类(Humans);情绪障碍(Mood Disorders);抑郁症, 更年期(Depressive Disorder, Major);双相情感障碍(Bipolar Disorder);脑(Brain);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.jpsychires.2024.02.036

PMID 38382238

发布时间 2024-09-18

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