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Lei Wu

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#artificial intelligence Preprint Sep 2026

Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields

Due to the gigapixel-scale nature of whole-slide images (WSIs), weakly supervised WSI analysis is commonly formulated as a multiple instance learning (MIL) problem, where patch-level features are aggregated into slide-level representations. However, diagnostic and prognostic evidence often arises from spatially coheren...

Lei Wu, Jia-Shuai Liu, Di Zhang et al. · 0 citations
Book Open access Aug 2026

Salient-Q: A Saliency-Guided Vision-Language Framework for Medical Image De-Identification

Salient-Q, a saliency-guided vision-language framework that addresses challenges of PHI identification and localization through three architectural innovations, outperforms other baseline models in terms of PHI identification and localization.

Sicheng Zhou, Zai-Fu Zhan, Lei Wu et al. · 0 citations

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