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Mitigating site effects in covariance for machine learning in neuroimaging data.
Chen, Andrew A; Beer, Joanne C; Tustison, Nicholas J; Cook, Philip A; Shinohara, Russell T; Shou, Haochang.
Affiliation
  • Chen AA; Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Beer JC; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Tustison NJ; Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Cook PA; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.
  • Shinohara RT; Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Shou H; Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Hum Brain Mapp ; 43(4): 1179-1195, 2022 03.
Article in En | MEDLINE | ID: mdl-34904312
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Cerebral Cortex / Multicenter Studies as Topic / Neuroimaging Type of study: Clinical_trials / Prognostic_studies Limits: Humans Language: En Journal: Hum Brain Mapp Journal subject: CEREBRO Year: 2022 Document type: Article Affiliation country: Estados Unidos
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Cerebral Cortex / Multicenter Studies as Topic / Neuroimaging Type of study: Clinical_trials / Prognostic_studies Limits: Humans Language: En Journal: Hum Brain Mapp Journal subject: CEREBRO Year: 2022 Document type: Article Affiliation country: Estados Unidos