Preprint
Aug 2026
SlideMix: Enhancing Whole Slide Image Analysis via Multimodal Shuffling
SlideMix is proposed, a model-agnostic multimodal augmentation framework for MIL-based WSI analysis that improves accuracy and generalization in most settings and compares favorably with established augmentation baselines, providing a simple plug-and-play approach for more robust and scalable digital pathology models.
Chad Wong, Si-Cheng Chen, Tian-Yi Zhang et al.
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