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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Publicat a:Biol Psychiatry
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2020
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Article
Accés en línia: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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