Personalized one-shot local adaptation federated learning for mortality prediction in multi-center Intensive Care Unit

The increasing volumes of electronic healthcare records (EHR) encourage the development of the application and research of machine learning (ML) in digital health. Promoting ML in healthcare based on EHR can enhance health management for increased intelligence, safety, and efficiency. Unlike tra...

Full description

Bibliographic Details

Main Author:	Deng, Ting
Format:	Thesis
Language:	English
Published:	2024
Subjects:	Federated learning Electronic health records Machine learning - Medical applications
Online Access:	http://psasir.upm.edu.my/id/eprint/119935/1/119935.pdf