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Federated learning for computational pathology on gigapixel whole slide images.
Lu, Ming Y; Chen, Richard J; Kong, Dehan; Lipkova, Jana; Singh, Rajendra; Williamson, Drew F K; Chen, Tiffany Y; Mahmood, Faisal.
Afiliação
  • Lu MY; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States; Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States.
  • Chen RJ; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States; Department of Biomedical Informatics, Harvard Medical School, Boston, MA, United States; Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States.
  • Kong D; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States.
  • Lipkova J; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States; Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States.
  • Singh R; Department of Pathology, Northwell Health, NY, United States.
  • Williamson DFK; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States; Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States.
  • Chen TY; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States; Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States.
  • Mahmood F; Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States; Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, United States; Data Science Department, Dana-Farber/Harvard Cancer Center, Boston, MA, United States; Harvard Data Science Init
Med Image Anal ; 76: 102298, 2022 02.
Article em En | MEDLINE | ID: mdl-34911013
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Privacidade Tipo de estudo: Clinical_trials / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Privacidade Tipo de estudo: Clinical_trials / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article