Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force

Author:

Passos Ives C.1ORCID,Ballester Pedro L.2,Barros Rodrigo C.2,Librenza‐Garcia Diego3,Mwangi Benson4,Birmaher Boris5,Brietzke Elisa6ORCID,Hajek Tomas78ORCID,Lopez Jaramillo Carlos910,Mansur Rodrigo B.11ORCID,Alda Martin7ORCID,Haarman Bartholomeus C. M.12ORCID,Isometsa Erkki13,Lam Raymond W.14ORCID,McIntyre Roger S.15ORCID,Minuzzi Luciano3,Kessing Lars V.16ORCID,Yatham Lakshmi N.14,Duffy Anne6ORCID,Kapczinski Flavio3ORCID

Affiliation:

1. 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

2. School of Technology Pontifícia Universidade Católica do Rio Grande do Sul Rio Grande do Sul Brazil

3. Department of Psychiatry and Behavioural Neurosciences McMaster University Hamilton ON Canada

4. 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

5. Department of Psychiatry Western Psychiatric Institute and Clinic University of Pittsburgh School of Medicine Pittsburgh PA USA

6. Department of Psychiatry Queen's University School of Medicine Kingston ON Canada

7. Department of Psychiatry Dalhousie University Halifax NS Canada

8. National Institute of Mental Health Klecany Czech Republic

9. Research Group in Psychiatry Department of Psychiatry Faculty of Medicine University of Antioquia Medellín Colombia

10. Mood Disorders Program Hospital Universitario San Vicente Fundación Medellín Colombia

11. Mood Disorders Psychopharmacology Unit (MDPU) University Health Network University of Toronto Toronto ON Canada

12. Department of Psychiatry University Medical Center Groningen University of Groningen Groningen The Netherlands

13. Department of Psychiatry University of Helsinki and Helsinki University Central Hospital Helsinki Finland

14. Department of Psychiatry University of British Columbia Vancouver BC Canada

15. Department of Psychiatry University of Toronto Toronto ON Canada

16. Copenhagen Affective Disorder Research Center (CADIC) Psychiatric Center Copenhagen Copenhagen University Hospital Copenhagen Denmark

Funder

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Canadian Institutes of Health Research

Nova Scotia Health Research Foundation

Brain and Behavior Research Foundation

Ministry of Health

Stanley Medical Research Institute

Publisher

Wiley

Subject

Biological Psychiatry,Psychiatry and Mental health

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3