Coronary Artery Segmentation

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  1. Temporal Diffusion Bridge Model for Vessel Extraction Using Physics-informed Synthetic Data

    Oct 8, 2026Jinkui Hao, Donald R. Cantrell, Ramez Abdalla +2Coronary Artery SegmentationCoronary Angiography

    Department of Radiology, Northwestern University, Chicago, IL, USA

  2. Beyond Volume Overlap: Surface Matching for Topology-Aware Coronary Artery Segmentation

    Sep 22, 2026Rafael Velasquez, Esther Puyol-Antón, Pablo ArbeláezCoronary Artery SegmentationBoundary-Aware Segmentation

    Universidad de los Andes, Bogotá, Colombia · School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK

  3. BSC-Net: A Small-Branch-Sensitive Structural Continuity Network for Coronary Vessel Segmentation and Quantitative Angiographic Analysis

    Sep 14, 2026Wanxian Li, Jiaqian Qin, Qingyi Xian +4Coronary AngiographyTopology-Preserving Image Segmentation

    School of Biomedical Engineering, Sun Yat-sen University, Shenzhen, 518107, China. · Department of Cardiovascular Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China · Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, 610041, China.

  4. ImageCAS-X: a dataset and benchmark for coronary artery segmentation and centerline extraction in coronary CT angiography

    Aug 31, 2026Kit M. Bransby, Esther Øksnebjerg, Kristoffer Kjær +7Medical Image SegmentationCoronary Artery Segmentation

    DTU Compute, Technical University of Denmark, Kongens Lyngby, Denmark · Cardiovascular Research Unit, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark

  5. MoE-based Feature Adapter for Prompt-free Binary Coronary Artery Segmentation in X-ray Angiography

    Aug 25, 2026Lin Xi, Yingliang MaCoronary Artery SegmentationCoronary Angiography

    University College London, United Kingdom · University of East Anglia, United Kingdom · King’s College London, United Kingdom

  6. Flow Matching Meets 3D Curvilinear Structure Segmentation in Medical Imaging

    Aug 20, 2026Sidi Mohamed Sid'El Moctar, Nicolas Vitry, Hélène Bouvrais3D Medical Image SegmentationCoronary Artery Segmentation

    CNRS, Univ. Rennes, Institute of Genetics and Development of Rennes (IGDR), Rennes, France

  7. A Neighborhood Attention Transformer Network for Enhanced 3D Segmentation of the Left Anterior Descending Artery

    Aug 12, 2026Rafi Ibn Sultan, Chengyin Li, Yiannos Demetriou +6Medical Image Segmentation3D Medical Image Segmentation

    Department of Computer Science, Wayne State University, Detroit, MI, 48202, USA · Department of Radiation Oncology, Henry Ford Health, Detroit, MI, 48202, USA · Department of Clinical Oncology, Alexandria University, Alexandria, 21526, Egypt +4

  8. Same Branches, Different Trees: A Bifurcation Connectedness Metric for Coronary Artery Segmentation and FFR-CT Decision Agreement

    Jul 30, 2026Maame Owusu-Ansah, Kelvin Lee, Dr Vinod Venugopal +3Topology-Preserving Image SegmentationMedical Image Segmentation

    Applied Vision & Artificial Intelligence Lab, School of Engineering & Physical Sciences, University of Lincoln, Brayford Pool, Lincoln LN6 7TS, United Kingdom · Lincolnshire Heart Centre, United Lincolnshire Teaching Hospitals Trust, Lincoln, United Kingdom · School of Computer Science & Informatics, De Montfort University, The Gateway, Leicester LE1 9BH, United Kingdom

  9. CARDIAG: A Dense Segment Classification Benchmark of Deep Learning Architectures for Coronary Angiography

    Jul 24, 2026Dominik Bernard Lau, Hubert Malinowski, Jerzy Szyjut +5Coronary AngiographyMedical Image Segmentation

    Gdańsk University of Technology · NASK National Research Institute · Medical University of Gdańsk

  10. HTC-SGA Former: A Hybrid Transformer-CNN Network with Self-Guided Attention and a New Boundary-Weighted Adaptive Loss for Coronary DSA Vessel Segmentation

    Jun 29, 2026Rayan Merghani Ahmed, Marwa Omer Mohammed Omer, Mohamed Elmanna +3Medical ImagingCoronary Angiography

    Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Shenzhen, 518055, China · University of Chinese Academy of Sciences (UCAS), Beijing, 101408, China · Department of Biomedical Engineering and Systems, Faculty of Engineering, Cairo University, Cairo, 12613, Egypt

  11. Clinically Aligned Geometry Constraints for Robust IVUS Vessel Boundary Segmentation

    Jun 17, 2026Yunshu Chen, Litao Yang, Giuseppe Di Giovanni +9Ultrasound Image SegmentationImage Segmentation

    AIM For Health Lab, Monash University, Melbourne, Australia · Department of Data Science and Artificial Intelligence, Faculty of IT, Monash University, Melbourne, Australia · Monash University Victorian Heart Institute, Melbourne, Australia +3

  12. X-Ray cardiac angiographic vessel segmentation based on pixel classification using machine learning and region growing

    May 19, 2026E O Rodrigues, L O Rodrigues, J J Lima +6Image SegmentationMedical Imaging

    Department of Academic Informatics (DAINF), Universidade Tecnologica Federal do Parana (UTEPR), Pato Branco, Parana, Brazil · Graduate Program of Applied Sciences to Health Products, Universid ade Federal Fluminense(UFF), Niteroi, Rio de Janeiro, Brazil · Primary Health Care, Pato Branco Prefecture, Parana, Brazil +1

  13. CORA: Generalizable coronary artery disease assessment and risk stratification from coronary CT angiography using pathology-centric representation learning

    Mar 25, 2026Jinkui Hao, Gorkem Durak, Halil Ertugrul Aktas +4Synthetic Data PretrainingCoronary Angiography

    Department of Radiology, Northwestern University, Chicago, IL, USA · Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA · Department of Cardiology, Northwestern University, Chicago, IL, USA +1

  14. Multi-View Deformable Convolution Meets Visual Mamba for Coronary Artery Segmentation

    Mar 23, 2026Xiaochan Yuan, Pai ZengCoronary Artery Segmentation3D Medical Image Segmentation

    Sichuan Agricultural University

  15. ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images

    Mar 20, 2026Anand Choudhary, Xiaowu Sun, Thabo Mahendiran +8Coronary AngiographyMedical Image Anomaly Detection

    LTS4 Laboratory, EPFL, Lausanne, Switzerland · Chair of Mathematical Data Science, EPFL, Lausanne, Switzerland · School of AIAC, Xi’an Jiaotong-Liverpool University, Suzhou, China +3

  16. ARIADNE: A Perception-Reasoning Synergy Framework for Trustworthy Coronary Angiography Analysis

    Mar 19, 2026Zhan Jin, Yu Luo, Yizhou Zhang +5Medical Image AnalysisCoronary Angiography

    School of Mathematical Sciences, Ocean University of China, Qingdao, 266100, Shandong, China. · Department of Cardiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, No. 758 Hefei Road, Qingdao, 266000, Shandong, China.

  17. Uncertainty-Aware Concept and Motion Segmentation for Semi-Supervised Angiography Videos

    Mar 1, 2026Yu Luo, Guangyu Wei, Yangfan Li +2Semi-Supervised Medical Image SegmentationCoronary Artery Segmentation

    School of Mathematical Sciences, Ocean University of China, China · School of Haide, Ocean University of China, China · School of Intelligent Science and Technology, Nanjing University, China +2

  18. Vision-Based Reasoning with Topology-Encoded Graphs for Anatomical Path Disambiguation in Robot-Assisted Endovascular Navigation

    Feb 23, 2026Jiyuan Zhao, Zhengyu Shi, Wentong Tian +5Robotic Endovascular InterventionCoronary Angiography

    Department of Control Science and Engineering, College of Electronics and Information Engineering, and Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai 200092, China · Department of Electronic Engineering, Faculty of Engineering, The Chinese University of Hong Kong, Hong Kong SAR 999077, China · Shanghai Operation Robot Co., Ltd., Shanghai 201318, China +2

  19. Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning

    Feb 17, 2026Amal Lahchim, Lambros AthanasiouCoronary Artery SegmentationMedical Image Classification

    ¹²Electrical and Computer Engineering Department, University of Patras, Greece

  20. MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation

    Apr 7, 2025Rayan Merghani Ahmed, Adnan Iltaf, Mohamed Elmanna +5Contrastive LearningMedical Imaging

    Shenzhen Institutes of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS), Shenzhen, 518055, China · University of Chinese Academy of Sciences (UCAS), Beijing, 101408, China · Department of Biomedical Engineering and Systems, Faculty of Engineering, Cairo University, Cairo, 12613, Egypt +2