Category-aware feature attribution for Self-Optimizing medical image classification

Jie Lei, Guoyu Yang, Shuaiwei Wang, Zunlei Feng, Ronghua Liang

Abstract: Highlights•A framework automatically performs model diagnosis, repairing, and enhancement.•Introduce selective filter restraining to alleviate the misclassified features.•Introduce sample-specific fine-tuning to promote category-wise feature learning.•The Self-Optimizing framework is a versatile module for medical image classifiers.

External IDs:dblp:journals/displays/LeiYWFL23