Class Imbalanced Medical Image Classification Based on Semi-Supervised Federated Learning

In recent years, the application of federated learning to medical image classification has received much attention and achieved some results in the study of semi-supervised problems, but there are problems such as the lack of thorough study of labeled data, and serious model degradation in the case...

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Bibliographic Details
Main Authors: Wei Liu, Jiaqing Mo, Furu Zhong
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/4/2109