Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification

no code implementations • 9 Dec 2023 • Renao Yan, Qiehe Sun, Cheng Jin, Yiqing Liu, Yonghong He, Tian Guan, Hao Chen

While most of the conventional MIL methods use attention scores to estimate instance importance scores (IIS) which contribute to the prediction of the slide labels, these often lead to skewed attention distributions and inaccuracies in identifying crucial instances.

Image Classification Multiple Instance Learning