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Comparing machine and deep learning‐based algorithms for prediction of clinical improvement in psychosis with functional magnetic resonance imaging

Previous work using logistic regression suggests that cognitive control‐related frontoparietal activation in early psychosis can predict symptomatic improvement after 1 year of coordinated specialty care with 66% accuracy. Here, we evaluated the ability of six machine learning (ML) algorithms and de...

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Detalles Bibliográficos
Autores principales: Smucny, Jason, Davidson, Ian, Carter, Cameron S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7856652/
https://www.ncbi.nlm.nih.gov/pubmed/33185307
http://dx.doi.org/10.1002/hbm.25286