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Computing personalized brain functional networks from fMRI using self-supervised deep learning.
Li, Hongming; Srinivasan, Dhivya; Zhuo, Chuanjun; Cui, Zaixu; Gur, Raquel E; Gur, Ruben C; Oathes, Desmond J; Davatzikos, Christos; Satterthwaite, Theodore D; Fan, Yong.
Afiliación
  • Li H; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
  • Srinivasan D; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
  • Zhuo C; Key Laboratory of Brain Circuit Real Time Tracing (BCRTT-Lab), Tianjin University Affiliated Tianjin Fourth Center Hospital; Department of Psychiatry, Tianjin Medical University, Tianjin, China.
  • Cui Z; Chinese Institute for Brain Research, Beijing, 102206, China.
  • Gur RE; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn/CHOP Lifespan Brain
  • Gur RC; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn/CHOP Lifespan Brain Institute, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of
  • Oathes DJ; Center for Neuromodulation in Depression and Stress, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA.
  • Davatzikos C; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
  • Satterthwaite TD; Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn/CHOP Lifespan Brain Institute, University of Pennsylvania, Philadelphia, PA 19104, USA.
  • Fan Y; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
Med Image Anal ; 85: 102756, 2023 04.
Article en En | MEDLINE | ID: mdl-36706636
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Conectoma / Aprendizaje Profundo Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Conectoma / Aprendizaje Profundo Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Med Image Anal Asunto de la revista: DIAGNOSTICO POR IMAGEM Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos