The paper introduces a shuffling-equivalence regularizer for MIL-based WSI analysis, claiming consistent gains over state-of-the-art methods.
Integra- tive spatial analysis of cell morphologies and transcriptional states with muse
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Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
The paper introduces a shuffling-equivalence regularizer for MIL-based WSI analysis, claiming consistent gains over state-of-the-art methods.