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Unleashing the power of federated learning in fragmented digital healthcare systems: a visionary perspective

Abstract:

Digital healthcare landscape, including infrastructure, governance, interoperability, and user adoption, are continuously evolving, some taking more centralised approach, while others with higher degree of fragmentation. Attitude towards centralised healthcare systems in affluent countries are primarily influenced by historical development, infrastructure investments, and regulatory frameworks, which offers advantages with respect to standardised practises, centralised decision making, and ec...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/SKIMA59232.2023.10387304

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Sub department:
Institute of Biomedical Engineering
Role:
Author
ORCID:
0000-0002-4496-1896
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Sub department:
Institute of Biomedical Engineering
Role:
Author
ORCID:
0000-0002-9848-8555
Publisher:
IEEE
Host title:
2023 15th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)
Pages:
40-44
Publication date:
2024-01-23
Acceptance date:
2023-11-08
Event title:
15th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2023)
Event location:
Kuala Lumpur, Malaysia
Event website:
http://skimanetwork.org
Event start date:
2023-12-08
Event end date:
2023-12-10
DOI:
EISSN:
2573-3214
ISSN:
2373-082X
EISBN:
9798350316551
ISBN:
9798350316568

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