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

Principais autores:	Yu Shimizu, Junichiro Yoshimoto, Shigeru Toki, Masahiro Takamura, Shinpei Yoshimura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Public Library of Science (PLoS) 2015-01-01
coleção:	PLoS ONE
Acesso em linha:	http://europepmc.org/articles/PMC4416710?pdf=render
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