Ultrasound Imaging

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12 papers in the last four weeks, up 140% on the four weeks before. 0.1% of all new papers.

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  1. Learning from Complementary Ultrasound Representations for Liver Disease Classification

    Jul 13, 2026Sabahattin Mert Daloglu, Gokce Bekar, Ceren Coskun +5Medical Image ClassificationUltrasound Imaging

    PONS Incorporated, Newark, NJ, USA · Department of Radiology, Mayo Clinic, Jacksonville, FL, USA · Department of Radiology, Department of Medicine, University of British Columbia, Vancouver, Canada

  2. Compass: Prostate Cancer Detection Needs Multi-View Context

    Jul 8, 2026Paul F. R. Wilson, Mohamed Harmanani, Zhuoxin Guo +6Medical ImagingMulti-View Learning

    Queen’s University, Kingston, Canada · Vector Institute, Toronto, Canada · University of British Columbia, Vancouver, Canada +3

  3. Multimodal Fusion for Fine-Grained Classification of Breast Fibroadenoma and Phyllodes Tumors

    Jul 2, 2026Chuxi Nan, Di Wu, Hongming Guo +4Multimodal ClassificationUltrasound Imaging

    School of Integrated Circuits, Wuxi Vocational College of Science and Technology · School of Advanced Technology, Xi’an Jiaotong-Liverpool University · 3Shanghai Gem Science and Technology Co., Ltd. +2

  4. Towards Real-World Ultrasound Understanding: Large Vision-Language Models from Multi-Image Examinations with Long-Form Reports

    Jul 2, 2026Bingcong Yan, Chunlei Li, Jingliang Hu +3VLM AdaptationUltrasound Imaging

    1MedAI Technology (Wuxi) Co. Ltd. · 2Technical University of Munich

  5. Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

    Jul 2, 2026Bo Zhao, Yapeng Li, Juhua Liu +1Medical Image ClassificationUltrasound Imaging

    School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence, Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, Wuhan, China

  6. Foundation Model-driven Key Anatomy Frame Selection for Blind-sweep Ultrasound Fetal Birth Weight Estimation

    Jul 1, 2026Le Ou, Xiliang Zhu, Huanwen Liang +8Ultrasound ImagingVideo Frame Selection

    Medical Ultrasound Image Computing (MUSIC) Lab, Shenzhen University, Shenzhen, China · School of Biomedical Engineering, Shenzhen University, Shenzhen, China · School of Biomedical EngineeringNanjing,and Informatics,China Nanjing Medical University +4

  7. Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-Ultrasound Prostate Cancer Detection

    Jun 29, 2026Mohammad Mahdi Abootorabi, Sina Namazi, Armin Saadat +7Medical ImagingReinforcement Learning

    The University of British Columbia, Vancouver, BC, Canada · Vector Institute, Toronto, ON, Canada · Queen’s University, Kingston, ON, Canada +1

  8. Latent-CURE for Breast Cancer Diagnosis

    Jun 29, 2026Weiyi Zhao, Xiaoyu Tan, Lu Gan +2Breast CancerLong-Tail Learning

    School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China · Tencent YouTu Lab, Shanghai 200232, China · Integrative Clinical Research Ward, Clinical Medicine Research Institute, Zhongshan Hospital, Fudan University, Shanghai 200032, China

  9. SonoCLIP: Mask-Guided Region-Aware Vision-Language Pretraining for Fetal Ultrasound Analysis

    Jun 28, 2026Hang Su, Chao Sun, Zhaofan Li +3Medical Imaging Foundation ModelsUltrasound Imaging

    School of Computer Science, Wuhan University, Wuhan, China · Institute of Artificial Intelligence, Wuhan University, Wuhan, China · Department of Ultrasound, Renmin Hospital of Wuhan University, Wuhan, China +2

  10. TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning

    Jun 26, 2026Enguang Wang, Hao Zhou, Shuo Gao +2Medical DiagnosisUltrasound Imaging

    School of Biological Science and Medical Engineering, Southeast University, Nanjing, China · Jiangsu Key Laboratory of Biomaterials and Devices, Southeast University, Nanjing, China · State Key Laboratory of Digital Medical Engineering, Southeast University, Nanjing, China +1

  11. Noise-Aware Boundary-Enhanced Generative Learning for Ultrasound Speckle Reduction

    Jun 23, 2026Yuexi Gu, Mengqi Wu, Yongheng Sun +3Generative ModelingUltrasound Imaging

    Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA · Lampe Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

  12. FetSelect: Task-Specific Architectures and Self-Supervised Learning for Automated Fetal Ultrasound Frame Selection

    Jun 21, 2026Mahmood Alzubaidi, Raden Muaz, Uzair Shah +4Ultrasound ImagingVideo Frame Selection

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar · LIST Laboratory Department of Electrical Systems Engineering, University of Boumerdes, Boumerdes, Algeria · Sidra Medicine, Doha, Qatar

  13. A Clinician-Centered Pipeline for Annotation and Evaluation in Ultrasound AI Studies

    Jun 17, 2026Fangyijie Wang, Jianjun Yu, Wentao Shi +4Human-in-the-Loop AnnotationHuman-in-the-Loop Evaluation

    Research Ireland Centre for Research Training in Machine Learning · School of Medicine, University College Dublin, Dublin, Ireland · The Third People’s Hospital of Zhenjiang City, Zhenjiang, China +3

  14. DreamReg: Belief-Driven World Model for 2D-3D Ultrasound Registration

    Jun 17, 2026Luoyao Kang, Yuelin Zhang, Jiwei Shan +3World ModelsMedical Image Registration

    Department of Mechanical and Automation Engineering and T Stone Robotics Institute, The Chinese University of Hong Kong, Hong Kong SAR, China · Perelman School of Medicine, University of Pennsylvania, PA, USA · Shun Hing Institute of Advanced Engineering and Multi-scale Medical Robotics Center, Hong Kong SAR, China

  15. Enabling Real-Time Point-of-Care Ultrasound Segmentation: A GPU-Free Deployment in Resource-Limited Settings

    Jun 13, 2026Weihao GaoUltrasound Image SegmentationUltrasound Imaging

    School of Computer Science and Artificial Intelligence, Guangdong University of Education

  16. FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model

    Jun 9, 2026Mahmood Alzubaidi, Uzair Shah, Raden Muaz +6Ultrasound Image SegmentationSelective Knowledge Distillation

    College of Science and Engineering , Hamad Bin Khalifa University,2026 Doha, Qatar. · Center for Clinical Precision Medicine and Genomics, HMC, Doha, Qatar.Jun · 3Advanced AlRazi Diagnostic Center, Al-Hodeidah, Yemen. +1

  17. Echo-DM: Ultrasound Marker Removal via Conditional Latent Diffusion and Region-Aware Fusion

    Jun 8, 2026Zhiwei Wang, Tao Huang, Wentao Jiang +7Diffusion Models for Image RestorationLatent Diffusion Models

    School of Computer Science, Wuhan University, China · The Central Hospital of Wuhan, China · School of Computer Science, Hubei University of Technology, China

  18. MVSegNet: A Lightweight Boundary-Aware Network for Fetal Lateral Ventricle Segmentation and Atrial Width Estimation in Prenatal Ultrasound

    Jun 5, 2026Arafat Hossain SayemUltrasound Image SegmentationUltrasound Imaging

  19. Compute-Optimal Network Design for Echocardiography Myocardial Segmentation and Perfusion Quantification using Neural Scaling Laws

    Jun 4, 2026Clara Rodrigo González, Matthieu Toulemonde, Lasha Gvinianidze +5Ultrasound Image SegmentationMedical Image Analysis

    Department of Bioengineering Imperial College London London, UK · National Heart and Lung Institute Imperial College London Guy’s and St. Thomas’ NHS Foundation Trust

  20. Visuotactile and Explicitly Force-Controlled Robotic Ultrasound for Abdominal Volumetric Reconstruction

    Jun 4, 2026Adrian Piedra, R Brooke Jeffrey, Oussama KhatibRobotic Control3D Medical Imaging

    Stanford Robotics Laboratory, Computer Science Department, Stanford University, Stanford, CA 94305 USA · Department of Radiology, School of Medicine, Stanford University, Stanford, CA 94305 USA

  21. Cohort-Scale Neural Atlases of Ultrasound Video

    May 30, 2026Zhuorui Zhang, Roger Pallarès-López, Xuan Wu +2Medical Image RegistrationUltrasound Imaging

    Department of Mechanical Engineering, MIT · Institute for Medical Engineering and Science, MIT · 3MIT.nano Immersion Lab, MIT

  22. A Systematic Benchmark of Intraoperative Ultrasound-to-MR Synthesis for Brain Tumour Surgery

    May 30, 2026Olga Esteban-Sinovas, Santiago Cepeda, Ignacio Arrese +1Ultrasound ImagingMedical Image Synthesis

    Department of Neurosurgery, Neurovascular Unit Río Hortega University Hospital, Valladolid, Spain · Specialized Group in Biomedical Imaging and Computational Analysis (GEIBAC) Instituto de Investigación Biosanitaria de Valladolid (IBioVALL), Valladolid, Spain

  23. DefSynUS: Real-time Patient-specific Intrahepatic Vessel Identification via Deformation-Aware CT-US Domain Adaptation

    May 28, 2026Karl-Philippe Beaudet, Yordanka Velikova, Sidaty El Hadramy +4Synthetic-to-Real Domain AdaptationData Augmentation

    MIMESIS, UNISTRA · Inria, Strasbourg, France. · TUM +7

  24. Deep Learning Strain Estimation: Is Physics-Based Simulation the Solution?

    May 27, 2026Thierry Judge, Nicolas Duchateau, Andreas Østvik +13Medical Image AnalysisEchocardiography

    Dept. of Computer Science, University of Sherbrooke, Sherbrooke, Canada · INSA, Universit´e Lyon 1, CNRS UMR 5220, Inserm U1206, CREATIS, Villeurbanne, France · Institut Universitaire de France (IUF) +7

  25. Benchmarking Ultrasound Foundation Models for Fetal Plane Classification

    May 27, 2026Leya Barrientos, Yuexi Du, Nicha C. DvornekMedical Imaging Foundation ModelsMedical Image Classification

    Radiology & Biomedical Imaging, Yale School of Medicine, USA · Department of Biomedical Engineering, Yale University, USA

  26. Cesarean Scar Defect Segmentation in Transvaginal Ultrasound Images: a Dataset and Benchmark

    May 26, 2026Yuan Tian, Yue Li, Wei Xia +10Ultrasound Image SegmentationUltrasound Imaging

    Department of Obstetrics and Gynecology, International Peace Maternity and Child Health Hospital affiliated to Shanghai Jiao Tong University School of Medicine, 910 Hengshan Road, Xuhui District, 200030, Shanghai, China. · School of Computer Science, University of Nottingham Ningbo China, 199 Taikang East Road, Ningbo, 315100, Zhejiang, China. · School of Computer Science, University of Nottingham, University Park, Nottingham, NG7 2RD, UK. +4

  27. EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

    May 25, 2026Ruiqiang Xiao, Zhaohu Xing, Yijun Yang +4Interactive Medical Image SegmentationImage Segmentation

    The Hong Kong University of Science and Technology (Guangzhou) · Third Affiliated Hospital of Sun Yat-Sen University · Hong Kong Metropolitan University

  28. Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis

    May 25, 2026Xinyang Zhai, Chong Yang, Ruizhi ZhangMixture of ExpertsMedical Image Classification

  29. Subspace-Guided Semantic and Topological Invariant Registration for Annotation-Free Ultrasound Plane Quality Control

    May 25, 2026Chunzheng Zhu, Jianxin Lin, Feng Wang +5Ultrasound ImagingImage Quality Assessment

    Hunan University, Changsha, China · Shenzhen Maternity and Child Healthcare Hospital, Shenzhen, China

  30. Towards Reliable Fetal Ultrasound Interpretation with Multi-Agent Collaboration

    May 25, 2026Xiaotian Hu, Mingxuan Liu, Junwei Huang +13Multi-Agent LLM SystemsMedical VQA

    Tsinghua University, Beijing, China · University of California San Diego, La Jolla, CA, USA · West China Second University Hospital, Sichuan University, Chengdu, China