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Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks.
Jang, Hojin; Plis, Sergey M; Calhoun, Vince D; Lee, Jong-Hwan.
Affiliation
  • Jang H; Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea.
  • Plis SM; The Mind Research Network & LBERI, Albuquerque, NM, USA.
  • Calhoun VD; The Mind Research Network & LBERI, Albuquerque, NM, USA; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA. Electronic address: vcalhoun@mrn.org.
  • Lee JH; Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea. Electronic address: jonghwan_lee@korea.ac.kr.
Neuroimage ; 145(Pt B): 314-328, 2017 01 15.
Article in En | MEDLINE | ID: mdl-27079534
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Pattern Recognition, Automated / Magnetic Resonance Imaging / Neural Networks, Computer / Functional Neuroimaging Type of study: Prognostic_studies Limits: Adult / Humans Language: En Journal: Neuroimage Journal subject: DIAGNOSTICO POR IMAGEM Year: 2017 Type: Article
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Pattern Recognition, Automated / Magnetic Resonance Imaging / Neural Networks, Computer / Functional Neuroimaging Type of study: Prognostic_studies Limits: Adult / Humans Language: En Journal: Neuroimage Journal subject: DIAGNOSTICO POR IMAGEM Year: 2017 Type: Article