Attention-Challenging Multiple Instance Learning for Improving Whole Slide Image Classification Performance

Attention-Challenging Multiple Instance Learning (ACMIL) effectively alleviates the overfitting challenge in Whole Slide Image (WSI) classification by suppressing the excessive concentration of attention values.