Publications by authors named "Shaoting Zhang"

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SicTTA: Single image continual test time adaptation for medical image segmentation.
Jianghao Wu, Xinya Liu, Guotai Wang, Shaoting Zhang

Med Image Anal· February 2026

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PL-Seg: Partially labeled abdominal organ segmentation via classwise orthogonal contrastive learning and progressive self-distillation.
He Li, Xiangde Luo, Jia Fu, Ran Gu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang

Med Image Anal· February 2026

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Effect of efficient control of urban air pollution on regional background aerosol optical properties from 2004 to 2022 in China.
Masroor Ahmed, Jinyuan Xin, Yongjing Ma, Xinbing Ren, Kecheng Peng, Shaoting Zhang

Sci Total Environ· December 2025

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A preoperative CT-based radiological score for predicting recurrence in papillary renal cell carcinoma: a multicenter validation study.
Xiaoxia Li, Chenchen Dai, Jianyi Qu, Shaoting Zhang, Fan Meng

Insights Imaging· December 2025

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A3-TTA: Adaptive Anchor Alignment Test-Time Adaptation for Image Segmentation.
Jianghao Wu, Xiangde Luo, Yubo Zhou, Lianming Wu, Guotai Wang, Shaoting Zhang

IEEE Trans Image Process· December 2025

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An Explainable Deep Learning Model for Focal Liver Lesion Diagnosis Using Multiparametric MRI.
Zhehan Shen, Lingzhi Chen, Lilong Wang, Shunjie Dong, Fakai Wang, Shaoting Zhang

Radiol Artif Intell· November 2025

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PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks.
Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Yirong Chen, Xiaofan Zhang, Shaoting Zhang

NPJ Digit Med· November 2025

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Swin-UMamba†: Adapting Mamba-Based Vision Foundation Models for Medical Image Segmentation.
Jiarun Liu, Hao Yang, Hong-Yu Zhou, Lequan Yu, Yong Liang, Shaoting Zhang

IEEE Trans Med Imaging· October 2025

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AI4Protein: transforming the future of protein design.
Dequan Wang, Zheling Tan, Jin Gao, Shaoting Zhang, Jiaqi Shen

Sci China Life Sci· October 2025

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SAM-Med3D: A Vision Foundation Model for General-Purpose Segmentation on Volumetric Medical Images.
Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Shaoting Zhang

IEEE Trans Neural Netw Learn Syst· October 2025

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VLM-CPL: Consensus Pseudo-Labels From Vision-Language Models for Annotation-Free Pathological Image Classification.
Lanfeng Zhong, Zongyao Huang, Yang Liu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang

IEEE Trans Med Imaging· October 2025

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Comparison between day surgery and non-day surgery in the procedure for prolapse and hemorrhoids (grades III-IV) with MRI-assisted diagnosis: a retrospective cohort study.
Shaohua Zhang, Yanbin Zhao, Yifan Wei, Guodong Jing, Youyu Luo, Shaoting Zhang

Front Med (Lausanne)· September 2025

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A generalizable pathology foundation model using a unified knowledge distillation pretraining framework.
Jiabo Ma, Zhengrui Guo, Fengtao Zhou, Yihui Wang, Yingxue Xu, Shaoting Zhang

Nat Biomed Eng· September 2025

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MetaSSL: A General Heterogeneous Loss for Semi-Supervised Medical Image Segmentation.
Weiren Zhao, Lanfeng Zhong, Xin Liao, Wenjun Liao, Sichuan Zhang, Shaoting Zhang

IEEE Trans Med Imaging· September 2025

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MRI-based habitat analysis for pathologic response prediction after neoadjuvant chemoradiotherapy in rectal cancer: a multicenter study.
Qiaoling Chen, Qianwen Zhang, Zhihui Li, Shaoting Zhang, Yuwei Xia

Eur Radiol· September 2025

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Volume Fusion-Based Self-Supervised Pretraining for 3D Medical Image Segmentation.
Guotai Wang, Jia Fu, Jianghao Wu, Xiangde Luo, Yubo Zhou, Shaoting Zhang

IEEE Trans Image Process· September 2025

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Revisiting model scaling with a U-net benchmark for 3D medical image segmentation.
Ziyan Huang, Jin Ye, Haoyu Wang, Zhongying Deng, Zhikai Yang, Shaoting Zhang

Sci Rep· August 2025

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Cost-effective instruction learning for pathology vision and language analysis.
Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Shaoting Zhang

Nat Comput Sci· July 2025

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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
Maximilian Zenk, Ujjwal Baid, Sarthak Pati, Akis Linardos, Brandon Edwards, Xiaofan Zhang, Shaoting Zhang, Wei Zhang, Youjia Zhang, Dingwen Zhang

Nat Commun· July 2025

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Vox-MMSD: Voxel-wise Multi-scale and Multi-modal Self-Distillation for Self-supervised Brain Tumor Segmentation.
Yubo Zhou, Jianghao Wu, Jia Fu, Qiang Yue, Wenjun Liao, Shichuan Zhang, Shaoting Zhang

IEEE J Biomed Health Inform· July 2025

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A Comprehensive Survey of Foundation Models in Medicine.
Wasif Khan, Seowung Leem, Kyle B See, Joshua K Wong, Shaoting Zhang

IEEE Rev Biomed Eng· May 2025

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Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences.
Zhao Wang, Chang Liu, Lingting Zhu, Tongtong Wang, Shaoting Zhang

IEEE J Biomed Health Inform· May 2025

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UniSAL: Unified Semi-supervised Active Learning for histopathological image classification.
Lanfeng Zhong, Kun Qian, Xin Liao, Zongyao Huang, Yang Liu, Shaoting Zhang

Med Image Anal· May 2025

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Endoscopic variceal ligation combined with carvedilol versus endoscopic variceal ligation combined with propranolol for the treatment of oesophageal variceal bleeding in cirrhosis: study protocol for a multicentre, randomised controlled trial.
Yiling Li, Li Du, Shuairan Zhang, Chuan Liu, Chao Ma, Wenhui Zhang, Liyao Zhang, Liwei Zhang, Li Zhang, Xiaojie Zhang, Zongchao Zhang, Shaoting Zhang, Xiangman Zhang

BMJ Open· April 2025

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Slice2Mesh: 3D Surface Reconstruction From Sparse Slices of Images for the Left Ventricle.
Jia Xiao, Wen Zheng, Wenji Wang, Qing Xia, Zhennan Yan, Shaoting Zhang

IEEE Trans Med Imaging· March 2025

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