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National Dental Centre of Singapore

Singapore

1 paper here41 citations across 1
fields
  • cs.LG1
ROR 03w6pea42OpenAlex

affiliations via OpenAlex

most citedFederated and distributed learning applications for electronic health records and structured medical data: A scoping review

41 citations

researchers with a paper here
  • Bibhas Chakraborty1 · h 13
  • Chuan Hong1 · h 7
  • D. Ting1 · h 13
  • F. Leite1 · h 29
  • F. Xie1 · h 15
  • G. Nascimento1 · h 37
  • Hamed Haddadi1 · h 8
  • M. A. Peres1 · h 7
  • M. Ong1 · h 16
  • Nan Liu1 · h 34
  • Pinyan Liu1 · h 9
  • Siqi Li1 · h 9
collaborating institutions
  • Duke-NUS Medical SchoolSG1 paper
  • Duke UniversityUS1 paper
  • Imperial College LondonGB1 paper
  • National University of SingaporeSG1 paper
  • Singapore Eye Research InstituteSG1 paper
  • Singapore General HospitalSG1 paper
  • Singapore National Eye CenterSG1 paper

1 paper

cs.LG2023★ 41 cited

Federated and distributed learning applications for electronic health records and structured medical data: A scoping review

Siqi Li, Pinyan Liu, Gustavo G. Nascimento +12

Federated learning (FL) has gained popularity in clinical research in recent years to facilitate privacy-preserving collaboration. Structured data, one of the most prevalent forms…

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