Personalized federated learning for in-hospital mortality prediction of multi-center ICU
Federated learning (FL), as a paradigm for addressing challenges of machine learning (ML) to be applied in private distributed data provides a novel and promising scheme to promote ML in multiple independently distributed healthcare institutions. However, the non-IID and unbalanced nature of the dat...
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| Main Authors: | , , , |
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| Format: | Article |
| Published: |
Institute of Electrical and Electronics Engineers
2023
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| Online Access: | http://psasir.upm.edu.my/id/eprint/109394/ https://ieeexplore.ieee.org/document/10034741 |
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