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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...

Полное описание

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Библиографические подробности
Опубликовано в: :Biol Psychiatry
Главные авторы: 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
Формат: Artigo
Язык:Inglês
Опубликовано: Elsevier 2020
Предметы:
Online-ссылка: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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