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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6970221/
https://www.ncbi.nlm.nih.gov/pubmed/32040421
http://dx.doi.org/10.1016/j.biopsych.2019.12.001

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