The paper introduces a shuffling-equivalence regularizer for MIL-based WSI analysis, claiming consistent gains over state-of-the-art methods.
Whole slide images are 2d point clouds: Context-aware survival prediction using patch-based graph convolutional networks
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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.