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13 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Advanced Tumor Segmentation in PET/CT Imaging: A Training Strategy Study with nnU-Net for AutoPET III

    May 4, 2026Hussain AlasmawiTumor SegmentationLesion

    Mohamed bin Zayed University of Artificial Intelligence

  2. UHR-Net: An Uncertainty-Aware Hypergraph Refinement Network for Medical Image Segmentation

    Apr 30, 2026Shuokun Cheng, Jinghao Shi, Kun SunLesion SegmentationU-Net

    School of Computer Sciences, China University of Geosciences (Wuhan), Wuhan 430074, Hubei, China

  3. Echo-α: Large Agentic Multimodal Reasoning Model for Ultrasound Interpretation

    Apr 30, 2026Jing Zhang, Wentao Jiang, Tao Huang +8UltrasoundMultimodal Clinical Data

    School of Computer Science, Wuhan University, China · The Central Hospital of Wuhan, China · Taizhou Hospital of Zhejiang Province, China +1

  4. Point Cloud Registration for Fusion between SPECT MPI and CTA Images

    Apr 27, 2026Ni Yao, Xiangyu Liu, Shaojie Tang +9Coronary AngiographyPoint Cloud Registration

    School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, Henan, China · School of Automation, Xi’an University of Posts and Telecommunications, Xi’an, Shaanxi, 710121, China · Xi'an Key Laboratory of Advanced Control and Intelligent Process, Xi'an, Shaanxi, 710121, China +5

  5. MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation

    Apr 22, 2026Md Maklachur Rahman, Soon Ki Jung, Tracy HammondLesion SegmentationU-Net

    Texas A&M University, College Station, TX, USA · Kyungpook National University, Daegu, South Korea

  6. Unified Multi-Foundation-Model Slide Representation for Pan-Cancer Recognition and Text-Guided Tumor Localization

    Apr 21, 2026Tianyang Wang, Ziyu Su, Abdul Rehman Akbar +6Lesion

    Department of Pathology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA · Department of Biomedical Engineering, The Ohio State University, Columbus, OH, USA

  7. Align then Refine: Text-Guided 3D Prostate Lesion Segmentation

    Apr 20, 2026Cuiling Sun, Linkai Peng, Adam Murphy +9Prostate Magnetic Resonance ImagingLesion

    Department of Radiology, Northwestern University, Chicago, USA · Department of Urology, Northwestern University, Chicago, USA · Center for Cancer Research, National Cancer Institute, Bethesda, USA

  8. SGP-SAM: Self-Gated Prompting for Transferring 3D Segment Anything Models to Lesion Segmentation

    Apr 19, 2026Zequan Yao, Zixuan Tang, Jielin Ma +1Lesion SegmentationLesion

    School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen China.

  9. LoGSAM: Parameter-Efficient Cross-Modal Grounding for MRI Segmentation

    Mar 18, 2026Mohammad Robaitul Islam Bhuiyan, Sheethal Bhat, Melika QahqaieBrain Tumor SegmentationMagnetic Resonance Imaging

    Pattern Recognition Lab, Friedrich-Alexander-Universität, Erlangen, Germany · Siemens Healthineers, Erlangen, Germany

  10. A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

    Mar 10, 2026Yoon Jo Kim, Wonyoung Cho, Jongmin Lee +7RadiotherapyLesion

    Oncosoft Inc., Seoul, South Korea · Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea

  11. Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion

    Mar 5, 2026Zahra Karimaghaloo, Dumitru Fetco, Haz-Edine Assemlal +2Longitudinal ImagingFunctional Magnetic Resonance Imaging

    Clario part of Thermofisher Scientific, Montreal, Canada · Concordia University, Montreal, Canada

  12. Controllable Diffusion-Based Lesion Inpainting for Scalable Histopathology Data Augmentation

    Jan 13, 2026Mohamad Koohi-Moghadam, Mohammad-Ali Nikouei Mahani, Rex K. H. Au-Yeung +6Digital PathologyComputational Pathology

    Department of Diagnostic Radiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR, PR China · Department of Pathology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China · Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China. +2

  13. TotalFM: An Organ-Separated 3D-CT Foundation Model Leveraging Large-Scale Routine Clinical Radiology Data

    Jan 1, 2026Kohei Yamamoto, Tomohiro Kikuchi3D Foundation ModelsCone-Beam Computed Tomography

    Department of Radiology, Jichi Medical University · Data Science Center, Jichi Medical University

  14. Hybrid Approach for Enhancing Lesion Segmentation in Fundus Images

    Sep 29, 2025Mohammadmahdi Eshragh, Emad A. Mohammed, Behrouz Far +4Lesion SegmentationFundus Images

    Department of Electrical & Software Engineering, University of Calgary, Canada. · Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, Canada. · Dept of Ophthalmology & Visual Sciences, University of Alberta, Edmonton, Canada. +2

  15. Multi-Robot Scanner for Automated Full-Body Dermoscopic Imaging

    Date pendingValerio Franchi, Rafael Garcia, Nuno Gracias +7Skin Lesion ClassificationMicroscopy

    University of Girona, Girona, Spain · Coronis Computing S.L., Girona, Spain · Optotune Switzerland AG, Dietikon, Switzerland +1