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Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force.
Passos, Ives C; Ballester, Pedro L; Barros, Rodrigo C; Librenza-Garcia, Diego; Mwangi, Benson; Birmaher, Boris; Brietzke, Elisa; Hajek, Tomas; Lopez Jaramillo, Carlos; Mansur, Rodrigo B; Alda, Martin; Haarman, Bartholomeus C M; Isometsa, Erkki; Lam, Raymond W; McIntyre, Roger S; Minuzzi, Luciano; Kessing, Lars V; Yatham, Lakshmi N; Duffy, Anne; Kapczinski, Flavio.
Affiliation
  • Passos IC; Laboratory of Molecular Psychiatry and Bipolar Disorder Program, Programa de Pós-Graduação em Psiquiatria e Ciências do Comportamento, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
  • Ballester PL; School of Technology, Pontifícia Universidade Católica do Rio Grande do Sul, Rio Grande do Sul, Brazil.
  • Barros RC; School of Technology, Pontifícia Universidade Católica do Rio Grande do Sul, Rio Grande do Sul, Brazil.
  • Librenza-Garcia D; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.
  • Mwangi B; Department of Psychiatry and Behavioral Sciences, UT Center of Excellence on Mood Disorders, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, USA.
  • Birmaher B; Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Brietzke E; Department of Psychiatry, Queen's University School of Medicine, Kingston, ON, Canada.
  • Hajek T; Department of Psychiatry, Dalhousie University, Halifax, NS, Canada.
  • Lopez Jaramillo C; National Institute of Mental Health, Klecany, Czech Republic.
  • Mansur RB; Research Group in Psychiatry, Department of Psychiatry, Faculty of Medicine, University of Antioquia, Medellín, Colombia.
  • Alda M; Mood Disorders Program, Hospital Universitario San Vicente Fundación, Medellín, Colombia.
  • Haarman BCM; Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, ON, Canada.
  • Isometsa E; Department of Psychiatry, Dalhousie University, Halifax, NS, Canada.
  • Lam RW; Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
  • McIntyre RS; Department of Psychiatry, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland.
  • Minuzzi L; Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada.
  • Kessing LV; Department of Psychiatry, University of Toronto, Toronto, ON, Canada.
  • Yatham LN; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.
  • Duffy A; Copenhagen Affective Disorder Research Center (CADIC), Psychiatric Center Copenhagen, Copenhagen University Hospital, Copenhagen, Denmark.
  • Kapczinski F; Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada.
Bipolar Disord ; 21(7): 582-594, 2019 11.
Article in En | MEDLINE | ID: mdl-31465619
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Bipolar Disorder / Suicidal Ideation / Clinical Decision-Making / Machine Learning / Big Data Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies / Systematic_reviews Limits: Humans Language: En Journal: Bipolar Disord Journal subject: PSIQUIATRIA Year: 2019 Type: Article Affiliation country: Brazil
Fulltext
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Bipolar Disorder / Suicidal Ideation / Clinical Decision-Making / Machine Learning / Big Data Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies / Systematic_reviews Limits: Humans Language: En Journal: Bipolar Disord Journal subject: PSIQUIATRIA Year: 2019 Type: Article Affiliation country: Brazil