A systematic review of federated learning applications for biomedical data

HIGHLIGHTS

  • who: Matthew G. Crowson and collaborators from the Editor: AMordaunt, Flinders University have published the Article: A systematic review of federated learning applications for biomedical data, in the Journal: (JOURNAL) of May/19,/2022
  • what: In this systematic review, the objective was to evaluate the current state of FL in medicine by evaluating ML algorithms that were developed and validated using a FL framework. [15] Nonetheless, this approach has great potential, as it allows development of models at multiple sites and protects privacy.
  • how: The authors explored and compared the types of FL . . .

     

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