Guoqing Wu

GroupMIL: Semantic Group Based Multiple Instance Learning for Whole Slide Image Analysing

Whole Slide Image (WSI) analysis faces challenges due to gigapixel resolutions and slide-level weak supervision. Multiple Instance Learning (MIL) serves as a pivotal method for this task. However, existing MIL frameworks often fail to exploit the inherent redundancy of tissue patterns or the semanti