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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Bibliografiset tiedot
Julkaisussa:Biol Psychiatry
Päätekijät: 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
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Elsevier 2020
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Article
Linkit: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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