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Group ICA for identifying biomarkers in schizophrenia: 'Adaptive' networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression.
Salman, Mustafa S; Du, Yuhui; Lin, Dongdong; Fu, Zening; Fedorov, Alex; Damaraju, Eswar; Sui, Jing; Chen, Jiayu; Mayer, Andrew R; Posse, Stefan; Mathalon, Daniel H; Ford, Judith M; Van Erp, Theodorus; Calhoun, Vince D.
Affiliation
  • Salman MS; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA; The Mind Research Network, Albuquerque, NM, USA.
  • Du Y; The Mind Research Network, Albuquerque, NM, USA; School of Computer & Information Technology, Shanxi University, Taiyuan, China. Electronic address: ydu@mrn.org.
  • Lin D; The Mind Research Network, Albuquerque, NM, USA.
  • Fu Z; The Mind Research Network, Albuquerque, NM, USA.
  • Fedorov A; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA; The Mind Research Network, Albuquerque, NM, USA.
  • Damaraju E; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA; The Mind Research Network, Albuquerque, NM, USA.
  • Sui J; The Mind Research Network, Albuquerque, NM, USA; Brainnetome Center and National Laboratory of Pattern Recognition, University of Chinese Academy of Sciences, Beijing, China.
  • Chen J; The Mind Research Network, Albuquerque, NM, USA.
  • Mayer AR; The Mind Research Network, Albuquerque, NM, USA.
  • Posse S; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA; Department of Neurology, University of New Mexico, Albuquerque, NM, USA; Department of Physics and Astronomy, University of New Mexico, Albuquerque, NM, USA.
  • Mathalon DH; Department of Psychiatry, University of California, San Francisco, CA, USA; San Francisco VA Medical Center, San Francisco, CA, USA.
  • Ford JM; Department of Psychiatry, University of California, San Francisco, CA, USA.
  • Van Erp T; Department of Psychiatry and Human Behavior, University of California Irvine, CA, USA.
  • Calhoun VD; Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM, USA; The Mind Research Network, Albuquerque, NM, USA.
Neuroimage Clin ; 22: 101747, 2019.
Article in En | MEDLINE | ID: mdl-30921608
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Schizophrenia / Brain / Magnetic Resonance Imaging / Databases, Factual / Nerve Net Type of study: Diagnostic_studies Limits: Adult / Female / Humans / Male Language: En Journal: Neuroimage Clin Year: 2019 Document type: Article Affiliation country: United States
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Schizophrenia / Brain / Magnetic Resonance Imaging / Databases, Factual / Nerve Net Type of study: Diagnostic_studies Limits: Adult / Female / Humans / Male Language: En Journal: Neuroimage Clin Year: 2019 Document type: Article Affiliation country: United States