A novel federated deep learning scheme for glioma and its subtype classification

HIGHLIGHTS

  • who: Muhaddisa Barat Ali from the Institut National de la Santu00e9 et de la Recherche Mu00e9dicale (INSERM), France Mansoura University, Egypt have published the Article: A novel federated deep learning scheme for glioma and its subtype classification, in the Journal: (JOURNAL)
  • what: More specifically, the authors focus on glioma and its subtype classification based on DL networks trained in the FL fashion. One of the main reasons is the lack of large amount of annotated training data since relatively small percentage of tumors are related to the brain, there also exists class imbalance as well . . .

     

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