PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains. - Shengyi Hua; Fang Yan 002; Tianle Shen 001; Xiaofan Zhang 002 (CoRR, 2023)

DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels. - Linda Wei; Shengyi Hua; Shaoting Zhang 001; Xiaofan Zhang 002 (DGM4MICCAI@MICCAI, 2024)

PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains. - Shengyi Hua; Fang Yan 002; Tianle Shen 001; Lei Ma 006; Xiaofan Zhang 002 (Medical Image Anal., 2024)

O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning. - Zhongzhen Huang; Gui Geng; Shengyi Hua; Zhen Huang; Haoyang Zou; Shaoting Zhang 001; Pengfei Liu 003; Xiaofan Zhang 002 (CoRR, 2025)

PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks. - Fang Yan 002; Jianfeng Wu; Jiawen Li 005; Wei Wang 057; Jiaxuan Lu; Wen Chen 001; Zizhao Gao; Jianan Li; Hong Yan; Jiabo Ma; Minda Chen; Yang Lu; et al. (CoRR, 2025)