Yining Qiu

Learning Hybrid Negative Probability Model for Weakly-Supervised Whole Slide Image Recognition

Classifying an entire Whole Slide Image (WSI) in a single forward pass is challenging due to its vast resolution. Consequently, current effort on WSI classification resorts to multiple instance learning (MIL), using patch-wise instances to predict categories under image-wise supervision. However, re…