Shichuan Zhang

58 papers A* 2Misc 1Journal 36Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PL-Seg: Partially labeled abdominal organ segmentation via classwise orthogonal contrastive learning and progressive self-distillation. Medical Image Anal. He Li, Xiangde Luo, Jia Fu, Ran Gu, Wenjun Liao, Shichuan Zhang, Kang Li, Guotai Wang, Shaoting Zhang
2026	J	`jnl`	PS-Seg: Learning from partial scribbles for 3D multiple abdominal organ segmentation. Neurocomputing Meng Han, Xiaochuan Ma, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2026	J	`jnl`	SegRap2025: A Benchmark of Gross Tumor Volume and Lymph Node Clinical Target Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. CoRR Jia Fu, Litingyu Wang, He Li, Zihao Luo, Huamin Wang, Chenyuan Bian, Zijun Gao, Chunbin Gu, Xin Weng, Jianghao Wu, Yicheng Wu, Jin Ye, Linhao Li, Yiwen Ye, Yong Xia, Elias Tappeiner, Fei He, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Junqiang Chen, Chuanyi Huang, Lisheng Wang, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Shichuan Zhang, Shaoting Zhang, Wenjun Liao, Guotai Wang
2025	—	`conf`	CLISC: Bridging Clip and SAM by Enhanced CAM for Unsupervised Brain Tumor Segmentation. ISBI Xiaochuan Ma, Jia Fu, Wenjun Liao, Shichuan Zhang, Guotai Wang
2025	J	`jnl`	CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation. CoRR Xiaochuan Ma, Jia Fu, Wenjun Liao, Shichuan Zhang, Guotai Wang
2025	—	`conf`	Dynamic Gradient Sparsification Training for Few-Shot Fine-Tuning of CT Lymph Node Segmentation Foundation Model. MICCAI (5) Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo
2025	J	`jnl`	Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model. CoRR Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo
2025	—	`conf`	OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models. MICCAI (6) Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2025	J	`jnl`	OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models. CoRR Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2025	—	`conf`	ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-Instance Annotation. MICCAI (13) Litingyu Wang, Ping Ye, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2025	J	`jnl`	SegRap2023: A benchmark of organs-at-risk and gross tumor volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. Medical Image Anal. Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sang Joon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Dana Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang
2025	—	`conf`	TEGDA: Test-Time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation. MICCAI (6) Yubo Zhou, Jianghao Wu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2025	J	`jnl`	VLM-CPL: Consensus Pseudo-Labels From Vision-Language Models for Annotation-Free Pathological Image Classification. IEEE Trans. Medical Imaging Lanfeng Zhong, Zongyao Huang, Yang Liu, Wenjun Liao, Shichuan Zhang, Guotai Wang, Shaoting Zhang
2024	—	`conf`	Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. ACL (1) Zixia Jia, Junpeng Li, Shichuan Zhang, Anji Liu, Zilong Zheng
2024	J	`jnl`	Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels. CoRR Zixia Jia, Junpeng Li, Shichuan Zhang, Anji Liu, Zilong Zheng
2024	J	`jnl`	DMSPS: Dynamically mixed soft pseudo-label supervision for scribble-supervised medical image segmentation. Medical Image Anal. Meng Han, Xiangde Luo, Xiangjiang Xie, Wenjun Liao, Shichuan Zhang, Tao Song, Guotai Wang, Shaoting Zhang
2024	A*	`conf`	DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection. AAAI Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang
2024	J	`jnl`	Domain composition and attention network trained with synthesized unlabeled images for generalizable medical image segmentation. Neurocomputing Jiangshan Lu, Ran Gu, Wenjun Liao, Shichuan Zhang, Huijun Yu, Shaoting Zhang, Guotai Wang
2024	J	`jnl`	Gradient-aware learning for joint biases: Label noise and class imbalance. Neural Networks Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
2024	Misc	`conf`	HLS-FGVC: Hierarchical Label Semantics Enhanced Fine-Grained Visual Classification. ICASSP Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Lin Yang
2024	—	`conf`	Head and Neck Tumor Segmentation of MRI from Pre- and Mid-Radiotherapy with Pre-Training, Data Augmentation and Dual Flow UNet. HNTS-MRG@MICCAI Litingyu Wang, Wenjun Liao, Shichuan Zhang, Guotai Wang
2024	J	`jnl`	Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNet. CoRR Litingyu Wang, Wenjun Liao, Shichuan Zhang, Guotai Wang
2024	J	`jnl`	Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis. CoRR Honglin Li, Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Shichuan Zhang, Zhongyi Shui, Pingyi Chen, Jingxiong Li, Sunyi Zheng, Can Cui, Lin Yang
2024	J	`jnl`	Masked Conditional Variational Autoencoders for Chromosome Straightening. IEEE Trans. Medical Imaging Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang
2024	J	`jnl`	Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis. CoRR Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang
2024	—	`conf`	RPL-SFDA: Reliable Pseudo Label-Guided Source-Free Cross-Modality Adaptation for NPC GTV Segmentation. ISBI Xinya Liu, Jianghao Wu, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2024	J	`jnl`	Weakly Supervised Lymph Nodes Segmentation Based on Partial Instance Annotations with Pre-trained Dual-branch Network and Pseudo Label Learning. CoRR Litingyu Wang, Yijie Qu, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Guotai Wang
2023	J	`jnl`	CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Medical Image Anal. Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2023	J	`jnl`	Deformable Proposal-Aware P2PNet: A Universal Network for Cell Recognition under Point Supervision. CoRR Zhongyi Shui, Sunyi Zheng, Xiaoxuan Yu, Shichuan Zhang, Honglin Li, Jingxiong Li, Lin Yang
2023	—	`conf`	Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. MICCAI (8) Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2023	J	`jnl`	Exploring Unsupervised Cell Recognition with Prior Self-activation Maps. CoRR Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2023	J	`jnl`	Masked conditional variational autoencoders for chromosome straightening. CoRR Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang
2023	—	`conf`	Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis. BIBM Shichuan Zhang, Sunyi Zheng, Zhongyi Shui, Honglin Li, Lin Yang
2023	—	`conf`	Scribble-Based 3D Multiple Abdominal Organ Segmentation via Triple-Branch Multi-Dilated Network with Pixel- and Class-Wise Consistency. MICCAI (7) Meng Han, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2023	J	`jnl`	Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency. CoRR Meng Han, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2023	J	`jnl`	SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. CoRR Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sang Joon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Dana Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang
2023	J	`jnl`	Semi-supervised Cell Recognition under Point Supervision. CoRR Zhongyi Shui, Yizhi Zhao, Sunyi Zheng, Yunlong Zhang, Honglin Li, Shichuan Zhang, Xiaoxuan Yu, Chenglu Zhu, Lin Yang
2022	J	`jnl`	CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation. CoRR Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2022	—	`conf`	Category Separation For Weakly Supervised Multi-Class Cell Counting. ISBI Jiatong Cai, Chenglu Zhu, Pingyi Chen, Shichuan Zhang, Honglin Li, Yuxuan Sun, Lin Yang
2022	—	`conf`	End-to-End Cell Recognition by Point Annotation. MICCAI (4) Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
2022	J	`jnl`	End-to-end cell recognition by point annotation. CoRR Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
2022	J	`jnl`	HMRNet: High and Multi-Resolution Network With Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy. IEEE J. Biomed. Health Informatics Hao Fu, Guotai Wang, Wenhui Lei, Wei Xu, Qianfei Zhao, Shichuan Zhang, Kang Li, Shaoting Zhang
2022	J	`jnl`	HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy. CoRR Hao Fu, Guotai Wang, Wenhui Lei, Wei Xu, Qianfei Zhao, Shichuan Zhang, Kang Li, Shaoting Zhang
2022	J	`jnl`	Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. Medical Image Anal. Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Dimitris N. Metaxas, Shaoting Zhang
2022	J	`jnl`	Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images. CoRR Pingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang
2022	—	`conf`	Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image. ISBI Chenglu Zhu, Yuxuan Sun, Honglin Li, Can Cui, Shichuan Zhang, Jiatong Cai, Yang Ling
2022	—	`conf`	Weakly Supervised Learning For Cell Recognition In Immunohistochemical Cytoplasm Staining Images. ISBI Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
2022	J	`jnl`	Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images. CoRR Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang
2021	J	`jnl`	Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention. CoRR Haochen Mei, Wenhui Lei, Ran Gu, Shan Ye, Zhengwentai Sun, Shichuan Zhang, Guotai Wang
2021	J	`jnl`	Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss. CoRR Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2021	J	`jnl`	Automatic segmentation of gross target volume of nasopharynx cancer using ensemble of multiscale deep neural networks with spatial attention. Neurocomputing Haochen Mei, Wenhui Lei, Ran Gu, Shan Ye, Zhengwentai Sun, Shichuan Zhang, Guotai Wang
2021	J	`jnl`	Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss. Neurocomputing Wenhui Lei, Haochen Mei, Zhengwentai Sun, Shan Ye, Ran Gu, Huan Wang, Rui Huang, Shichuan Zhang, Shaoting Zhang, Guotai Wang
2021	—	`conf`	Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images. MICCAI (2) Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Shichuan Zhang, Guotai Wang
2021	—	`conf`	Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency. MICCAI (2) Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang
2021	J	`jnl`	Generalizing Nucleus Recognition Model in Multi-source Images via Pruning. CoRR Jiatong Cai, Chenglu Zhu, Can Cui, Honglin Li, Tong Wu, Shichuan Zhang, Lin Yang
2021	—	`conf`	Generalizing Nucleus Recognition Model in Multi-source Ki67 Immunohistochemistry Stained Images via Domain-Specific Pruning. MICCAI (8) Jiatong Cai, Chenglu Zhu, Can Cui, Honglin Li, Tong Wu, Shichuan Zhang, Lin Yang
2019	A*	`conf`	A Hierarchical Framwork with Improved Loss for Large-scale Multi-modal Video Identification. ACM Multimedia Shichuan Zhang, Zengming Tang, Hao Pan, Xinyu Wei, Jun Huang
2019	—	`conf`	DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. LABELS/HAL-MICCAI/CuRIOUS@MICCAI Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang