Personalized federated learning for in-hospital mortality prediction of multi-center ICU

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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Bibliographic Details
Main Authors: Deng, Ting, Hamdan, Hazlina, Yaakob, Razali, Kasmiran, Khairul Azhar
Format: Article
Published: Institute of Electrical and Electronics Engineers 2023
Online Access:http://psasir.upm.edu.my/id/eprint/109394/

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