Can machine learning identify childhood characteristics that predict future development of bipolar disorder a decade later?

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第一作者： Mai,Uchida

第一单位： Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA. Electronic address: muchida@partners.org.

作者： Mai,Uchida ^[1] ; Qasim,Bukhari ^[2] ; Maura,DiSalvo ^[3] ; Allison,Green ^[4] ; Giulia,Serra ^[5] ; Chloe,Hutt Vater ^[3] ; Satrajit S,Ghosh ^[6] ; Stephen V,Faraone ^[7] ; John D E,Gabrieli ^[2] ; Joseph,Biederman ^[8]

作者单位： Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA. Electronic address: muchida@partners.org. ^[1] Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA. ^[2] Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA. ^[3] Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA; Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, USA. ^[4] Department of Neuroscience, Child Neuropsychiatry Unit, I.R.C.C.S. Children Hospital Bambino Gesù, Rome, Italy. ^[5] Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA; Department of Otolaryngology Head and Neck Surgery, Harvard Medical School, USA. ^[6] Departments of Psychiatry and of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA. ^[7] Clinical and Research Programs in Pediatric Psychopharmacology and Adult ADHD, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA. ^[8]

关键词 Bipolar disorder Machine learning Mood disorders Pediatric bipolar disorder

主题词儿童(Child);人类(Humans);青少年(Adolescent);双相情感障碍(Bipolar Disorder)

DOI 10.1016/j.jpsychires.2022.09.051

PMID 36274531

发布时间 2024-09-23

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