Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO

Diagnosis of psychiatric disorders based on brain imaging data is highly desirable in clinical applications. However, a common problem in applying machine learning algorithms is that the number of imaging data dimensions often greatly exceeds the number of available training samples. Furthermore, in...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Shimizu, Yu, Yoshimoto, Junichiro, Toki, Shigeru, Takamura, Masahiro, Yoshimura, Shinpei, Okamoto, Yasumasa, Yamawaki, Shigeto, Doya, Kenji
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4416710/
https://ncbi.nlm.nih.gov/pubmed/25932629
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0123524
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