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

BACKGROUND: In 2009, the National Institute of Mental Health launched the Research Domain Criteria, an attempt to move beyond diagnostic categories and ground psychiatry within neurobiological constructs that combine different levels of measures (e.g., brain imaging and behavior). Statistical method...

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Publicado no:Biol Psychiatry
Main Authors: Mihalik, Agoston, Ferreira, Fabio S., Moutoussis, Michael, Ziegler, Gabriel, Adams, Rick A., Rosa, Maria J., Prabhu, Gita, de Oliveira, Leticia, Pereira, Mirtes, Bullmore, Edward T., Fonagy, Peter, Goodyer, Ian M., Jones, Peter B., Shawe-Taylor, John, Dolan, Raymond, Mourão-Miranda, Janaina
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6970221/
https://ncbi.nlm.nih.gov/pubmed/32040421
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.biopsych.2019.12.001
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