Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain–Behavior Relationships

Author:

Mihalik AgostonORCID,Ferreira Fabio S.,Moutoussis Michael,Ziegler Gabriel,Adams Rick A.,Rosa Maria J.,Prabhu Gita,de Oliveira LeticiaORCID,Pereira MirtesORCID,Bullmore Edward T.,Fonagy PeterORCID,Goodyer Ian M.,Jones Peter B.,Shawe-Taylor John,Dolan Raymond,Mourão-Miranda Janaina,Hauser Tobias,Neufeld Sharon,Romero-Garcia Rafael,St Clair Michelle,Vértes Petra E.,Whitaker Kirstie,Inkster Becky,Ooi Cinly,Toseeb Umar,Widmer Barry,Bhatti Junaid,Villis Laura,Alrumaithi Ayesha,Birt Sarah,Bowler Aislinn,Cleridou Kalia,Dadabhoy Hina,Davies Emma,Firkins Ashlyn,Granville Sian,Harding Elizabeth,Hopkins Alexandra,Isaacs Daniel,King Janchai,Kokorikou Danae,Maurice Christina,McIntosh Cleo,Memarzia Jessica,Mills Harriet,O’Donnell Ciara,Pantaleone Sara,Scott Jenny,Fearon Pasco,Suckling John,van Harmelen Anne-Laura,Kievit Rogier

Funder

Wellcome Trust Strategic

NSPN

Fundacao para a Ciencia e a Tecnologia

University College London Hospitals

National Institute for Health Research

Biomedical Research Centre

Medical Research Council

NIHR Collaboration for Leadership in Applied Health Research and Care

Publisher

Elsevier BV

Subject

Biological Psychiatry

Reference87 articles.

1. Diagnostic and Statistical Manual of Mental Disorders,2013

2. International Statistical Classification of Diseases and Related Health Problems,1992

3. Can neuroscience be integrated into the DSM-V?;Hyman;Nat Rev Neurosci,2007

4. Toward the future of psychiatric diagnosis: The seven pillars of RDoC;Cuthbert;BMC Med,2013

5. The Kraepelinian dichotomy—Going, going … but still not gone;Craddock;Br J Psychiatry,2010

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