Polyp Segmentation

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5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. From Image Latent Space to Fuzzy Rules: Interpretable Analysis of Gastrointestinal Foundation Model

    Sep 30, 2026Michael D. Vasilakakis, Dimitris K. IakovidisFoundation ModelMedical World Model

    Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece

  2. ERCPMP-Gx: Endoscopic Image and Video Dataset for Morphological, Histopathological, and Genomic Characterization of Colorectal Polyposis

    Sep 17, 2026Zahra Ghaffari, Massih Bahar, Mojgan Forootan +2Polyp SegmentationColorectal Cancer

    Shahid Beheshti University of Medical Sciences, Tehran, Iran. · Familial & Hereditary Cancers Institute, Tehran, Iran. · Shiraz University of Medical Sciences, Shiraz, Iran. +1

  3. Beyond the Foreground: FOV-Aware Polyp Image Synthesis via Lesion-Guided Adaptive Mucosal Context Propagation

    Sep 17, 2026Tong Wang, Yuting He, Bin Ren +2Polyp SegmentationMedical Image Generation

    Southeast University · MBZUAI · Case Western Reserve University

  4. Cross-Model Agreement as a Deployment-Time Reliability Signal for Automatic Polyp Segmentation

    Sep 9, 2026Siddharth Gupta, Jitin SinglaPolyp SegmentationRoc-Auc

    Department of Biosciences and Bioengineering, Indian Institute of Technology Roorkee, Roorkee, 247667, Uttarakhand, India

  5. WSPolypNet: Weakly Supervised Polyp Localization in Colonoscopy Videos

    Sep 8, 2026Giseong Hwang, Minjae Jo, Yeonghyeon Park +9Polyp SegmentationColonoscopy

    Seoul National University · NVIDIA AI Technology Center

  6. GazeRefine: Expert Gaze as a Test-Time Prompt for Training-Free Medical Image Segmentation

    Sep 1, 2026Mohammed Oussama Benyahia, Marouane Tliba, Mohamed Amine Kerkouri +10Semi-Supervised Medical Image SegmentationPolyp Segmentation

    Université Sorbonne Paris Nord · Northwestern University · VSB-Technical University of Ostrava

  7. PolypVision: A Three-Stage Hierarchical Deep Learning Framework for Classification and Segmentation of Colorectal Polyps

    Aug 11, 2026Hamidreza Bolhasani, Hamidreza Rastad, Amir Mohammad Akbari +4Polyp SegmentationColorectal Cancer

    DataBioX Research, Tehran, Iran · Iran University of Science and Technology, Tehran, Iran · Tehran University of Medical Sciences, Tehran, Iran +1

  8. Performance of large language models in the optical diagnosis of colorectal polyps

    Jul 31, 2026Joshua C. Vences, William T. Tran, Nikko Gimpaya +15Polyp SegmentationCancer Detection

    1. Scarborough Health Network Research Institute, Toronto, Ontario, Canada · 2. Division of Gastroenterology, Hepatology and Nutrition, and The SickKids Learning and Research Institutes, The Hospital for Sick Children, Toronto, Ontario, Canada · 3. Department of Paediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada +11

  9. Towards Grounded GI Endoscopy VQA via Multi-Task Learning on Small VLMs

    Jul 29, 2026Itbaan Safwan, Ramail Khan, Muhammad Annas Shaikh +1ColonoscopyRecent Vision-Language Models

    Institute of Business and Administration, Karachi, Pakistan

  10. QFedPolyp: A Communication- and Inference-Efficient Federated Learning Framework for Polyp Segmentation

    Jul 23, 2026Madan Baduwal, Priyanka PaudelPolyp SegmentationFederated Learning

    Department of Computer Science and Engineering, Mississippi State University Mississippi State, MS, USA

  11. Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation

    Jul 19, 2026Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan Nayak +2Polyp SegmentationFoundation Model

    Malaviya National Institute of Technology Jaipur, India · Côte d’Azur University, France · Khalifa University, UAE +1

  12. Metrics or Mirage? An Audit of Evaluation Inconsistencies in Colonoscopy Polyp Segmentation Benchmarks

    Jul 9, 2026Aisha Urooj, Zain Ul Abdien, Neelu MadanPolyp SegmentationClinical

    Lunit, South Korea · RPTU Kaiserslautern, Germany · Aalborg University & Pioneer Center, Denmark

  13. Lightweight Polyp Segmentation via a Gain-Aware Prediction-Space Recursive Controller

    Jul 3, 2026Jiachi Zhang, Zhuoyu Wu, Quanjun Wang +2Polyp SegmentationPer-Node Correction

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · South China University of Technology, Guangzhou, China · CyPhi(ΨΦ) AI Research Lab, School of IT, Monash University Malaysia +1

  14. RIGS-Refiner: Risk-Guided Recursive Refinement in Prediction Space for Colonoscopy Polyp Segmentation

    Jul 3, 2026Jiachi Zhang, Zhuoyu Wu, Wenqi FangPolyp SegmentationRefinement

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · South China University of Technology, Guangzhou, China · CyPhi(ΨΦ) AI Research Lab, School of IT, Monash University Malaysia

  15. Predicting High-Risk Colorectal Polyps in African Americans Using Pre-Colonoscopy Clinical Features: Machine Learning Model Development and Temporal Validation

    Jun 19, 2026Basheer Qolomany, Mrinalini Deverapall, Adeyinka Laiyemo +5Polyp SegmentationRisk Stratification

    Departments of Internal Medicine, Pathology, and Biochemistry, and Cancer Center, Howard University College of Medicine, Washington, D.C., 20059, USA. · Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway. · Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London Hospital, London, UK.

  16. ARTEMIS: Agent-guided Reliability-aware Temporal Mask Evolution for Imperfectly Supervised Video Polyp Segmentation

    Jun 18, 2026Tong Wang, Siwen Wang, Yaolei Qi +4Video Object SegmentationPolyp Segmentation

    Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University, Ministry of Education, Jiangsu, China · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE · School of Medicine, Case Western Reserve University, Cleveland, OH, USA

  17. Polyp-D2ATL: Deep Domain-Adaptive Transfer Learning for Colorectal Polyp Classification under Label Distribution Shift

    Jun 12, 2026Sajad Jabarzadeh Ghandilu, Maryam Sadat Hosseini Azad, Shahriar Baradaran Shokouhi +1Polyp SegmentationCancer Detection

    School of Electrical Engineering, Sharif University of Technology, Tehran, Iran · School of Electrical Engineering, Iran University of Science and Technology,2026 Tehran, Iran

  18. ST-ColoNet: Spatio-Temporal Colon Segment Recognition via Hybrid Attention and Edge-Guided Feature Learning

    May 27, 2026Crystal Cai, Ziyi Wang, Zhengjie Zhang +3Polyp SegmentationColonoscopy

    Shanghai Jiao Tong University, Shanghai, 200240, China. · The Hong Kong University of Science and Technology, Guangzhou, 511453, China.

  19. Understanding Model Behavior in Monocular Polyp Sizing

    May 19, 2026Xinqi Xiong, Andrea Dunn Beltran, Junmyeong Choi +3Polyp SegmentationColonoscopy

    University of North Carolina at Chapel Hill · University of California, San Diego

  20. DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy

    May 15, 2026Zhuoyu Wu, Wenhui Ou, Lexi Zhang +5Polyp SegmentationColonoscopy

    CyPhi AI Lab, Monash University, Malaysia Campus, Malaysia · Department of Electronic & Computer Engineering, Hong Kong University of Science & Technology, Hong Kong, P.R. China · Harbin Institute of Technology, Harbin, P.R. China +1

  21. Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

    May 12, 2026Luca Parolari, Pietro Gori, Lamberto Ballan +2Polyp SegmentationColonoscopy

    Department of Mathematics, University of Padova, Padova, Italy · LTCI, Telecom Paris, Institut Polytechnique de Paris, Palaiseau, France · Cosmo Intelligent Medical Devices, Dublin, Ireland

  22. Medical Imaging Classification with Cold-Atom Reservoir Computing using Auto-Encoders and Surrogate-Driven Training

    May 7, 2026Nuno Batista, Ana Morgado, Oscar Ferraz +3Hybrid Quantum-Classical PipelineReservoir Computing

    Instituto de Telecomunicac¸˜oes, Dept. of Electrical and Computer Engineering, University of Coimbra, Portugal · CFisUC, Department of Physics, University of Coimbra, Portugal · ISR - Institute of Systems and Robotics, Dept. of Electrical and Computer Engineering, University of Coimbra, Portugal

  23. Sharpening Lightweight Models for Generalized Polyp Segmentation: A Boundary Guided Distillation from Foundation Models

    Apr 20, 2026Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan NayakPolyp SegmentationRecent Vision Foundation Models

    Dept. of Computer Science and Engineering Malaviya National Institute of Technology Jaipur, India

  24. ASGNet: Adaptive Spectrum Guidance Network for Automatic Polyp Segmentation

    Apr 16, 2026Yanguang Sun, Hengmin Zhang, Jianjun Qian +2Polyp SegmentationColonoscopy

    PCA Laboratory, Key Laboratory of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education, School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China · School of Information Science and Engineering, East China University of Science and Technology, Shanghai, China

  25. Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos

    Mar 26, 2026Abdullah Hamdi, Changchun Yang, Xin GaoPolyp SegmentationColonoscopy

    King Abdullah University of Science and Technology (KAUST)

  26. LAW & ORDER: Adaptive Spatial Weighting for Medical Diffusion and Segmentation

    Mar 5, 2026Anugunj Naman, Ayushman Singh, Gaibo Zhang +1Semi-Supervised Medical Image SegmentationPolyp Segmentation

    Elmore Family School of Electrical and Computer Engineering Purdue University, West Lafayette, USA · Sesame AI, New York, USA · Department of Computer Science Purdue University, West Lafayette, USA +1