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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Detalles Bibliográficos
Autores principales: Shimizu, Yu, Yoshimoto, Junichiro, Toki, Shigeru, Takamura, Masahiro, Yoshimura, Shinpei, Okamoto, Yasumasa, Yamawaki, Shigeto, Doya, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4416710/
https://www.ncbi.nlm.nih.gov/pubmed/25932629
http://dx.doi.org/10.1371/journal.pone.0123524

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4416710/
https://www.ncbi.nlm.nih.gov/pubmed/25932629
http://dx.doi.org/10.1371/journal.pone.0123524

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