Shoujun Zhou - RankMe

70 papers A* 1B 1Misc 1Journal 52Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Adaptive Morph-Patch Transformer for Aortic Vessel Segmentation. AAAI Zhenxi Zhang, Fuchen Zheng, Adnan Iltaf, Yifei Han, Zhenyu Chen, Yue Du, Bin Li, Tianyong Liu, Shoujun Zhou
2026	J	`jnl`	DV-VLN: Dual Verification for Reliable LLM-Based Vision-and-Language Navigation. CoRR Zijun Li, Shijie Li, Zhenxi Zhang, Bin Li, Shoujun Zhou
2025	J	`jnl`	Adaptive Morph-Patch Transformer for Aortic Vessel Segmentation. CoRR Zhenxi Zhang, Fuchen Zheng, Adnan Iltaf, Yifei Han, Zhenyu Chen, Yue Du, Bin Li, Tianyong Liu, Shoujun Zhou
2025	J	`jnl`	Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions. CoRR Chang Zong, Bin Li, Shoujun Zhou, Jian Wan, Lei Zhang
2025	J	`jnl`	ClinKD: Cross-Modal Clinic Knowledge Distiller For Multi-Task Medical Images. CoRR Hongyu Ge, Longkun Hao, Zihui Xu, Zhenxin Lin, Bin Li, Shoujun Zhou, Hongjin Zhao, Yihang Liu
2025	J	`jnl`	ConUDiff: diffusion model with contrastive pretraining and uncertain region optimization for segmentation of left ventricle from echocardiography. Pattern Anal. Appl. Guohuan Zhang, Lei Zhang, Xuetong Fu, Yuanquan Wang, Shoujun Zhou, Jin Wei, Di Zhao
2025	J	`jnl`	Contour-Aware contrastive learning for 3D knee segmentation from MR images. Pattern Anal. Appl. Xianda Dong, Lei Zhang, Xing Zhao, Shoujun Zhou, Yuanquan Wang, Jun Xia, Tao Zhang
2025	J	`jnl`	FocusMorph: A novel multi-scale fusion network for 3D brain MR image registration. Pattern Recognit. Tianyong Liu, Zhiqing Zhang, Guojia Fan, Nan Li, Chengwu Xu, Bin Li, Gang Zhao, Shoujun Zhou
2025	—	`conf`	HBFormer: A Hybrid-Bridge Transformer for Microtumor and Miniature Organ Segmentation. BIBM Fuchen Zheng, Xinyi Chen, Weixuan Li, Quanjun Li, Junhua Zhou, Xiaojiao Guo, Xuhang Chen, Chi-Man Pun, Shoujun Zhou
2025	J	`jnl`	HBFormer: A Hybrid-Bridge Transformer for Microtumor and Miniature Organ Segmentation. CoRR Fuchen Zheng, Xinyi Chen, Weixuan Li, Quanjun Li, Junhua Zhou, Xiaojiao Guo, Xuhang Chen, Chi-Man Pun, Shoujun Zhou
2025	J	`jnl`	Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion. CoRR Junkai Zhang, Bin Li, Shoujun Zhou, Yue Du
2025	J	`jnl`	M CoRR Shenxi Liu, Kan Li, Mingyang Zhao, Yuhang Tian, Bin Li, Shoujun Zhou, Hongliang Li, Fuxia Yang
2025	J	`jnl`	MPFCNet: multi-scale parallel feature fusion convolutional network for 3D knee segmentation from MR images. Pattern Anal. Appl. Hanzheng Zhang, Qing Wu, Xing Zhao, Yuanquan Wang, Shoujun Zhou, Lei Zhang, Tao Zhang
2025	J	`jnl`	MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation. CoRR Rayan Merghani Ahmed, Adnan Iltaf, Bin Li, Shoujun Zhou
2025	J	`jnl`	MambaVesselNet: A Novel Approach to Blood Vessel Segmentation Based on State-Space Models. IEEE J. Biomed. Health Informatics Tianyong Liu, Zhiqing Zhang, Guojia Fan, Bin Li, Shoujun Zhou, Chengwu Xu, Gang Zhao, Fuxia Yang
2025	J	`jnl`	Med-CRAFT: Automated Construction of Interpretable and Multi-Hop Video Workloads via Knowledge Graph Traversal. CoRR Shenxi Liu, Kan Li, Mingyang Zhao, Yuhang Tian, Shoujun Zhou, Bin Li
2025	—	`conf`	Overview of the NLPCC 2025 Shared Task 4: Multi-modal, Multilingual, and Multi-hop Medical Instructional Video Question Answering Challenge. NLPCC (4) Bin Li, Shenxi Liu, Yixuan Weng, Yue Du, Yuhang Tian, Shoujun Zhou
2025	J	`jnl`	Overview of the NLPCC 2025 Shared Task 4: Multi-modal, Multilingual, and Multi-hop Medical Instructional Video Question Answering Challenge. CoRR Bin Li, Shenxi Liu, Yixuan Weng, Yue Du, Yuhang Tian, Shoujun Zhou
2025	J	`jnl`	ReGraP-LLaVA: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant. CoRR Yifan Xiang, Zhenxi Zhang, Bin Li, Yixuan Weng, Shoujun Zhou, Yangfan He, Keqin Li
2025	J	`jnl`	Small but Mighty: Enhancing Time Series Forecasting with Lightweight LLMs. CoRR Haoran Fan, Bin Li, Yixuan Weng, Shoujun Zhou
2025	J	`jnl`	Small but mighty: enhancing time series forecasting with lightweight LLMs. J. Supercomput. Haoran Fan, Bin Li, Yixuan Weng, Shoujun Zhou
2025	J	`jnl`	SpineMamba: Enhancing 3D spinal segmentation in clinical imaging through residual visual Mamba layers and shape priors. Comput. Medical Imaging Graph. Zhiqing Zhang, Tianyong Liu, Guojia Fan, Na Li, Bin Li, Yao Pu, Qianjin Feng, Shoujun Zhou
2025	Misc	`conf`	Swin-VasMamba: A Topologically Constrained Model For 3D Vascular Segmentation. ICASSP Ziyu Liu, Jiaxuan Li, Xiangjian He, Qing Xu, Xin Chen, Shoujun Zhou
2025	J	`jnl`	Tcn-Net: A Novel multi-branch segmentation network for vertebrae MRI and X-ray image. Biomed. Signal Process. Control. Guojia Fan, Zhiqing Zhang, Tianyong Liu, Shoujun Zhou, Jinhai Liu, Bin Li, Fuxia Yang
2025	J	`jnl`	Uncertainty-guided weakly supervised segmentation of cardiac substructures with adapter fine-tuning and Fourier feature extraction. Expert Syst. Appl. Siqi Liu, Shoujun Zhou, Yuan-Quan Wang, Ke Lu, Weipeng Liu, Zhida Wang
2025	J	`jnl`	VLD-Net: Localization and Detection of the Vertebrae From X-Ray Images by Reinforcement Learning With Adaptive Exploration Mechanism and Spine Anatomy Information. IEEE J. Biomed. Health Informatics Shun Xiang, Lei Zhang, Yuanquan Wang, Shoujun Zhou, Xing Zhao, Tao Zhang, Shuo Li
2025	J	`jnl`	VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with LoRA and Atrous Attention. CoRR Adnan Iltaf, Rayan Merghani Ahmed, Bin Li, Shoujun Zhou
2024	J	`jnl`	ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation. CoRR Fuchen Zheng, Xinyi Chen, Xuhang Chen, Haolun Li, Xiaojiao Guo, Guoheng Huang, Chi-Man Pun, Shoujun Zhou
2024	J	`jnl`	Automatic Delineation of the 3D Left Atrium From LGE-MRI: Actor-Critic Based Detection and Semi-Supervised Segmentation. IEEE J. Biomed. Health Informatics Shun Xiang, Nana Li, Yuanquan Wang, Shoujun Zhou, Jin Wei, Shuo Li
2024	J	`jnl`	DiffCAS: diffusion based multi-attention network for segmentation of 3D coronary artery from CT angiography. Signal Image Video Process. Jiajia Li, Qing Wu, Yuanquan Wang, Shoujun Zhou, Lei Zhang, Jin Wei, Di Zhao
2024	J	`jnl`	Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation. CoRR Fuchen Zheng, Quanjun Li, Weixuan Li, Xuhang Chen, Yihang Dong, Guoheng Huang, Chi-Man Pun, Shoujun Zhou
2024	—	`conf`	Overview of the NLPCC 2024 Shared Task 7: Multi-lingual Medical Instructional Video Question Answering. NLPCC (5) Bin Li, Yixuan Weng, Qiya Song, Lianhui Liang, Xianwen Min, Shoujun Zhou
2024	J	`jnl`	SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation. IEEE J. Biomed. Health Informatics Kai-Ni Wang, Shengxiao Li, Zhenyu Bu, Fuxing Zhao, Guang-Quan Zhou, Shoujun Zhou, Yang Chen
2024	J	`jnl`	SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen
2024	—	`conf`	SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation. BIBM Fuchen Zheng, Xuhang Chen, Weihuang Liu, Haolun Li, Yingtie Lei, Jiahui He, Chi-Man Pun, Shoujun Zhou
2024	J	`jnl`	SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation. CoRR Fuchen Zheng, Xuhang Chen, Weihuang Liu, Haolun Li, Yingtie Lei, Jiahui He, Chi-Man Pun, Shoujun Zhou
2024	J	`jnl`	SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors. CoRR Zhiqing Zhang, Tianyong Liu, Guojia Fan, Bin Li, Qianjin Feng, Shoujun Zhou
2023	J	`jnl`	Centerline-supervision multi-task learning network for coronary angiography segmentation. Biomed. Signal Process. Control. Yuanxiu Zhang, Yufeng Gao, Guangquan Zhou, Jianan He, Jun Xia, Guoyi Peng, Xiaojian Lou, Shoujun Zhou, Hui Tang, Yang Chen
2023	J	`jnl`	Context-aware network fusing transformer and V-Net for semi-supervised segmentation of 3D left atrium. Expert Syst. Appl. Chenji Zhao, Shun Xiang, Yuanquan Wang, Zhaoxi Cai, Jun Shen, Shoujun Zhou, Di Zhao, Weihua Su, Shijie Guo, Shuo Li
2023	J	`jnl`	Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation. CoRR Zhiqing Zhang, Guojia Fan, Tianyong Liu, Nan Li, Yuyang Liu, Ziyu Liu, Canwei Dong, Shoujun Zhou
2023	J	`jnl`	Semi-supervised segmentation of coronary DSA using mixed networks and multi-strategies. Comput. Biol. Medicine Yao Pu, Qinghua Zhang, Cheng Qian, Quan Zeng, Na Li, Lijuan Zhang, Shoujun Zhou, Gang Zhao
2023	J	`jnl`	TAGNet: A transformer-based axial guided network for bile duct segmentation. Biomed. Signal Process. Control. Guang-Quan Zhou, Fuxing Zhao, Qing-Han Yang, Kai-Ni Wang, Shengxiao Li, Shoujun Zhou, Jian Lu, Yang Chen
2022	J	`jnl`	Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation. IEEE J. Biomed. Health Informatics Jianan He, Guangquan Zhou, Shoujun Zhou, Yang Chen
2021	—	`conf`	A Meshfree Method for Deformation Field Reconstruction of Soft Tissue in Needle Insertion. ICBBS Jingtao Chen, Zeng Lin, Shoujun Zhou, Tiexiang Wen, Quan Zeng
2021	J	`jnl`	A novel multi-DoF surgical robotic system for brachytherapy on liver tumor: Design and control. Int. J. Comput. Assist. Radiol. Surg. Xiaofeng Lin, Shoujun Zhou, Tiexiang Wen, Shenghao Jiang, Cheng Wang, Jingtao Chen
2021	J	`jnl`	Graph attention mechanism with global contextual information for multi-label image recognition. J. Electronic Imaging Xiaoxiao Ban, Peihua Li, Qilong Wang, Shoujun Zhou, Shijie Guo, Yuanquan Wang
2021	J	`jnl`	Incorporating the hybrid deformable model for improving the performance of abdominal CT segmentation via multi-scale feature fusion network. Medical Image Anal. XiaoKun Liang, Na Li, Zhicheng Zhang, Jing Xiong, Shoujun Zhou, Yaoqin Xie
2021	J	`jnl`	Iterative stripe artifact correction framework for TOF-MRA. Comput. Biol. Medicine Na Li, Shoujun Zhou, Gang Zhao, Zhicheng Zhang, Yaoqin Xie, XiaoKun Liang
2021	J	`jnl`	Towards real time guide wire shape extraction in fluoroscopic sequences: A two phase deep learning scheme to extract sparse curvilinear structures. Comput. Medical Imaging Graph. Ken Chen, Wenjian Qin, Yaoqin Xie, Shoujun Zhou
2020	J	`jnl`	Cerebrovascular segmentation from TOF-MRA using model- and data-driven method via sparse labels. Neurocomputing Baochang Zhang, Shuting Liu, Shoujun Zhou, Jian Yang, Cheng Wang, Na Li, Zonghan Wu, Jun Xia
2020	J	`jnl`	GVFOM: a novel external force for active contour based image segmentation. Inf. Sci. Ziyang Zhang, Chenrui Duan, Tao Lin, Shoujun Zhou, Yuanquan Wang, Xuedong Gao
2020	J	`jnl`	Statistical modeling and knowledge-based segmentation of cerebral artery based on TOF-MRA and MR-T1. Comput. Methods Programs Biomed. Na Li, Shoujun Zhou, Zonghan Wu, Baochang Zhang, Gang Zhao
2019	—	`conf`	A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation. UNSURE/CLIP@MICCAI Baochang Zhang, Zonghan Wu, Shuting Liu, Shoujun Zhou, Na Li, Gang Zhao
2019	J	`jnl`	A GPU-Based Automatic Approach for Guide Wire Tracking in Fluoroscopic Sequences. Int. J. Pattern Recognit. Artif. Intell. Ken Chen, Cheng Wang, Yaoqin Xie, Shoujun Zhou
2019	J	`jnl`	A novel robotic system for vascular intervention: principles, performances, and applications. Int. J. Comput. Assist. Radiol. Surg. Hao Shen, Cheng Wang, Le Xie, Shoujun Zhou, Lixu Gu, Hongzhi Xie
2019	J	`jnl`	An Improved Real-Time Endovascular Guidewire Position Simulation Using Activity on Edge Network. IEEE Access Jianpeng Qiu, Libo Zhang, Guanyu Yang, Yang Chen, Shoujun Zhou
2019	J	`jnl`	Extension of the virtual electric field model using bilateral-like filter for active contours. Signal Image Video Process. Shoujun Zhou, Yao Lu, Nana Li, Yuanquan Wang
2019	—	`conf`	Segmentation of Arteriovenous Malformation Based on Weighted Breadth-First Search of Vascular Skeleton. MIUA Zonghan Wu, Baochang Zhang, Jun Yang, Na Li, Shoujun Zhou
2019	—	`conf`	Statistical Intensity- and Shape-Modeling to Automate Cerebrovascular Segmentation from TOF-MRA Data. MICCAI (2) Shoujun Zhou, Na Li, Baochang Zhang, Cheng Wang, Zonghan Wu, Jun Yang, Aichi Chien
2018	—	`conf`	Research for a Master-Slave Cerebrovascular Interventional Robotic System. RCAR Hao Shen, Cheng Wang, Le Xie, Shoujun Zhou, Xionghui Zhou
2018	—	`conf`	The Model Experimental Evaluation of the Cardiovascular Interventional Surgery Robot System. DASC/PiCom/DataCom/CyberSciTech Fulong Chen, Hao Shen, Cheng Wang, Le Xie, Shoujun Zhou, Hesheng Wang
2018	J	`jnl`	The line- and block-like structures extraction via ingenious snake. Pattern Recognit. Lett. Shoujun Zhou, Baolin Li, Yuanquan Wang, Cheng Wang, Tiexiang Wen, Na Li
2017	—	`conf`	A modified MRF segmentation of brain MR images. CISP-BMEI Yuhao Zhang, Pei Lu, Xiaoyun Liu, Shoujun Zhou
2017	—	`conf`	Vascular centerline extraction of CTA images based on minimal path and Bayesian tracking. CISP-BMEI Fan Zhang, Pei Lu, Xiaoyun Liu, Shoujun Zhou
2015	—	`conf`	One-click detection of coronary artery ostia from three-dimensional CTA data. ICIA Zhenhuan Gong, Zixiao Shen, Di Zhang, Cheng Wang, Shoujun Zhou
2013	J	`jnl`	Segmentation of brain magnetic resonance angiography images based on MAP-MRF with multi-pattern neighborhood system and approximation of regularization coefficient. Medical Image Anal. Shoujun Zhou, Wufan Chen, Fucang Jia, Qingmao Hu, Yaoqin Xie, Mingyang Chen, Jianhuang Wu
2008	J	`jnl`	New approach to the automatic segmentation of coronary artery in X-ray angiograms. Sci. China Ser. F Inf. Sci. Shoujun Zhou, Jun Yang, Wufan Chen, Yongtian Wang
2006	—	`conf`	Inferring Vascular Structures in Coronary Artery X-Ray Angiograms Based on Multi-Feature Fuzzy Recognition Algorithm. MIAR Shoujun Zhou, Wufan Chen, Jiangui Zhang, Yongtian Wang
2004	—	`conf`	A New Method for Robust Contour Tracking In Cardiac Image Sequences. ISBI Shoujun Zhou, Wufan Chen, Bin Liang, Guang Dong
2004	B	`conf`	LV contour tracking in MRI sequences based on the generalized fuzzy GVF. ICIP Wufan Chen, Shoujun Zhou, Bin Liang