PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains

Published: 01 Jan 2024, Last Modified: 16 May 2025Medical Image Anal. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The first to provide both H&E and IHC foundation models.•We introduce pretext token empowered SSL framework.•Cross-scale positioning and cross-stain transferring are proposed as pretext tasks.•Great performance on broad tasks, ranging from H&E to IHC, and from patch to WSI.
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