Multiple Holdouts with Stability: Improving the Generalizability of Machine Learning Analyses of Brain-Behavior Relationships
Agoston Mihalik,Fabio S. Ferreira,Michael Moutoussis,Gabriel Ziegler,Rick A. Adams,Maria J. Rosa,Gita Prabhu,Leticia de Oliveira,Mirtes Pereira,Edward T. Bullmore,Peter Fonagy,Ian M. Goodyer,Peter B. Jones,John Shawe-Taylor,Raymond Dolan,Janaina Mourao-Miranda,Tobias Hauser,Sharon Neufeld,Rafael Romero-Garcia,Michelle St Clair,Petra E. Vertes,Kirstie Whitaker,Becky Inkster,Cinly Ooi,Umar Toseeb,Barry Widmer,Junaid Bhatti, Laura Villis, Ayesha Alrumaithi, Sarah Birt,Aislinn Bowler, Kalia Cleridou, Hina Dadabhoy, Emma Davies, Ashlyn Firkins, Sian Granville, Elizabeth Harding,Alexandra Hopkins, Daniel Isaacs, Janchai King,Danae Kokorikou,Christina Maurice, Cleo McIntosh, Jessica Memarzia, Harriet Mills, Ciara O'Donnell, Sara Pantaleone, Jenny Scott,Pasco Fearon,John Suckling,Anne-Laura van Harmelen,Rogier Kievit Biological Psychiatry（2020）
Key words
Adolescence,Brain-behavior relationship,Depression,Framework,RDoC,SPLS
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