Federated learning in medical imaging: part ii: methods, challenges, and considerations

HIGHLIGHTS

  • who: Erfan Darzidehkalani MS from the (UNIVERSITY) have published the Article: Federated Learning in Medical Imaging: Part II: Methods, Challenges, and Considerations, in the Journal: (JOURNAL)
  • what: This article introduces the main FL algorithms used in radiology and compared their characteristics.
  • how: This article introduces federated learning algorithms in medical imaging and discusses technical challenges and considerations of real-world implementation of them. The results showed that combining heterogenous uncorrelated models lead to more robust ensembles. This article introduces the main FL algorithms used in radiology and compared their characteristics.
  • future . . .

     

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