Shoujun Zhou
Orcid: 0000-0003-3232-6796
According to our database1,
Shoujun Zhou
authored at least 62 papers
between 2004 and 2025.
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Bibliography
2025
ConUDiff: diffusion model with contrastive pretraining and uncertain region optimization for segmentation of left ventricle from echocardiography.
Pattern Anal. Appl., September, 2025
Pattern Anal. Appl., September, 2025
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, July, 2025
M<sup>3</sup>-Med: A Benchmark for Multi-lingual, Multi-modal, and Multi-hop Reasoning in Medical Instructional Video Understanding.
CoRR, July, 2025
J. Supercomput., June, 2025
MPFCNet: multi-scale parallel feature fusion convolutional network for 3D knee segmentation from MR images.
Pattern Anal. Appl., June, 2025
Overview of the NLPCC 2025 Shared Task 4: Multi-modal, Multilingual, and Multi-hop Medical Instructional Video Question Answering Challenge.
CoRR, May, 2025
ReGraP-LLaVA: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant.
CoRR, May, 2025
CoRR, April, 2025
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation.
CoRR, April, 2025
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion.
CoRR, April, 2025
MambaVesselNet: A Novel Approach to Blood Vessel Segmentation Based on State-Space Models.
IEEE J. Biomed. Health Informatics, March, 2025
CoRR, March, 2025
VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with LoRA and Atrous Attention.
CoRR, February, 2025
CoRR, February, 2025
Pattern Recognit., 2025
Uncertainty-guided weakly supervised segmentation of cardiac substructures with adapter fine-tuning and Fourier feature extraction.
Expert Syst. Appl., 2025
SpineMamba: Enhancing 3D spinal segmentation in clinical imaging through residual visual Mamba layers and shape priors.
Comput. Medical Imaging Graph., 2025
Tcn-Net: A Novel multi-branch segmentation network for vertebrae MRI and X-ray image.
Biomed. Signal Process. Control., 2025
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
2024
DiffCAS: diffusion based multi-attention network for segmentation of 3D coronary artery from CT angiography.
Signal Image Video Process., September, 2024
Automatic Delineation of the 3D Left Atrium From LGE-MRI: Actor-Critic Based Detection and Semi-Supervised Segmentation.
IEEE J. Biomed. Health Informatics, June, 2024
SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation.
IEEE J. Biomed. Health Informatics, May, 2024
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging, April, 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation.
CoRR, 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation.
CoRR, 2024
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors.
CoRR, 2024
Overview of the NLPCC 2024 Shared Task 7: Multi-lingual Medical Instructional Video Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2024
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Biomed. Signal Process. Control., September, 2023
Semi-supervised segmentation of coronary DSA using mixed networks and multi-strategies.
Comput. Biol. Medicine, April, 2023
Centerline-supervision multi-task learning network for coronary angiography segmentation.
Biomed. Signal Process. Control., April, 2023
Context-aware network fusing transformer and V-Net for semi-supervised segmentation of 3D left atrium.
Expert Syst. Appl., 2023
CoRR, 2023
2022
Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation.
IEEE J. Biomed. Health Informatics, 2022
2021
Incorporating the hybrid deformable model for improving the performance of abdominal CT segmentation via multi-scale feature fusion network.
Medical Image Anal., 2021
Graph attention mechanism with global contextual information for multi-label image recognition.
J. Electronic Imaging, 2021
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., 2021
Comput. Biol. Medicine, 2021
A novel multi-DoF surgical robotic system for brachytherapy on liver tumor: Design and control.
Int. J. Comput. Assist. Radiol. Surg., 2021
A Meshfree Method for Deformation Field Reconstruction of Soft Tissue in Needle Insertion.
Proceedings of the ICBBS 2021: 10th International Conference on Bioinformatics and Biomedical Science, Xiamen, China, October 29, 2021
2020
Inf. Sci., 2020
Cerebrovascular segmentation from TOF-MRA using model- and data-driven method via sparse labels.
Neurocomputing, 2020
Statistical modeling and knowledge-based segmentation of cerebral artery based on TOF-MRA and MR-T1.
Comput. Methods Programs Biomed., 2020
2019
Extension of the virtual electric field model using bilateral-like filter for active contours.
Signal Image Video Process., 2019
Int. J. Pattern Recognit. Artif. Intell., 2019
A novel robotic system for vascular intervention: principles, performances, and applications.
Int. J. Comput. Assist. Radiol. Surg., 2019
An Improved Real-Time Endovascular Guidewire Position Simulation Using Activity on Edge Network.
IEEE Access, 2019
Segmentation of Arteriovenous Malformation Based on Weighted Breadth-First Search of Vascular Skeleton.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Statistical Intensity- and Shape-Modeling to Automate Cerebrovascular Segmentation from TOF-MRA Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019
2018
Pattern Recognit. Lett., 2018
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018
The Model Experimental Evaluation of the Cardiovascular Interventional Surgery Robot System.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018
2017
Vascular centerline extraction of CTA images based on minimal path and Bayesian tracking.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
2015
Proceedings of the IEEE International Conference on Information and Automation, 2015
2013
Segmentation of brain magnetic resonance angiography images based on MAP-MRF with multi-pattern neighborhood system and approximation of regularization coefficient.
Medical Image Anal., 2013
2008
Sci. China Ser. F Inf. Sci., 2008
2006
Inferring Vascular Structures in Coronary Artery X-Ray Angiograms Based on Multi-Feature Fuzzy Recognition Algorithm.
Proceedings of the Medical Imaging and Augmented Reality, 2006
2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004