Handling privacy-sensitive medical data with federated learning: challenges and future directions

HIGHLIGHTS

  • who: Future Directions and collaborators from the (UNIVERSITY) have published the article: Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions, in the Journal: (JOURNAL)
  • what: The authors aim to provide crucial information about the use of FL in healthcare while highlighting unsolved technical questions. The authors describe how FL preserves the privacy and security of the patient. The article presents an open innovation framework in the healthcare industry, namely Open Health, by building a next-generation collaborative framework with partner organizations and the research community.
  • how: This paper sheds . . .

     

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