Dynamic Weighting Translation Transfer Learning for Imbalanced Medical Image Classification

Medical image diagnosis using deep learning has shown significant promise in clinical medicine. However, it often encounters two major difficulties in real-world applications: (1) domain shift, which invalidates the trained model on new datasets, and (2) class imbalance problems leading to model bia...

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Bibliographic Details

Published in:	Entropy
Main Authors:	Chenglin Yu, Hailong Pei
Format:	Article
Language:	English
Published:	MDPI AG 2024-05-01
Subjects:	imbalanced medical image classification class distribution entropy transfer learning dynamic weighting cycle translation confidence-based selection
Online Access:	https://www.mdpi.com/1099-4300/26/5/400