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Basile Tessier-Cloutier

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Masked Feature Encoding for Large-Scale Whole Slide Image Representation

Haoyu He, Basile Tessier-Cloutier, Yang Wang وآخرون · 2026

Whole slide image (WSI) analysis in computational pathology follows a multiple instance learning (MIL) pipeline where patch embeddings are extracted independently and aggregated for slide-level prediction, but within-slide variance from staining, scanner, and local texture can overwhelm the discriminative signal. We pr …

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