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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Zhen-Mi Xie

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Conference Open access Sep 2026

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 semantic coherence among si...

Zhao Yao, Zhen-Mi Xie, Meng-Xin Tian et al. · 0 citations

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