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. A Multi-Source Ultrasound Benchmark Revealing the Limits of Contemporary Self-Supervised Anomaly Detection Methods

    Oct 7, 2026Marco Riedenauer, Daniel Kienzle, Pratik Mayekar +1Medical Image Anomaly DetectionUnsupervised Anomaly Detection

    University of Augsburg

  2. Deformable CT-US Registration via Anatomy-Aware Implicit Neural Representations

    Oct 6, 2026Agnieszka Lach, Magdalena Wysocki, Feng Li +7Medical Image RegistrationUltrasound Imaging

    medPhoton GmbH, Salzburg, Austria · Computer Aided Medical Procedures, Technical University of Munich, Munich, Germany

  3. UltraDiff: Differentiable Ray Tracing in Ultrasound for Shape Optimization

    Oct 6, 2026Felix Duelmer, Magdalena Wysocki, Nassir Navab +1Differentiable RenderingUltrasound Imaging

    Technical University of Munich & Munich Center for Machine Learning

  4. How well do routinely collected demographic and clinical variables aid point-of-care lung ultrasound TB classification

    Oct 5, 2026Joshua M. Jansen van Vüren, Christiaan M. Geldenhuys, Devendra S. Parihar +7Medical DiagnosisMedical Image Classification

    Department of Electrical and Electronic Engineering, University of Stellenbosch, Stellenbosch, South Africa · Laboratory for intelligent Global Health and Humanitarian Response Technologies (LiGHT) Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland · National Teaching Hospital for Tuberculosis and Pulmonary Diseases (CNHU-PPC), Cotonou, Benin +1

  5. Ultrasound Operator Guidance Using World Modeling and Retrieval Based Action Planning

    Oct 5, 2026Noortje I. P. Schueler, Hans van Gorp, Ruud J. G. van SlounWorld Model-Based PlanningUltrasound Imaging

    Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands

  6. Style-Driven Data Synthesis and Degradation-Aware Enhancement for Ultrasound Image Restoration

    Sep 28, 2026Yu-Kai Wang, Chun-Xin Tan, Manh-Hung Nguyen +1Synthetic Data AugmentationLow-Rank Adaptation

    Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan · Ho Chi Minh City University of Technology and Engineering, Ho Chi Minh City, Vietnam

  7. Contact-Aware Impedance Controller for Robot-Assisted Ultrasound Imaging

    Sep 28, 2026MD Miraj Arefin, M Efe TiryakiImpedance ControlUltrasound Imaging

    Center for Robotics and AI (ROMER), Middle East Technical University, Ankara, Turkey

  8. Shadow Reduction in Ultrasound Imaging Using Differentiable Simulation and Radiance Field Decomposition

    Sep 24, 2026Valentin Bacher, Pak Hei Yeung, Bernhard Kainz +4Differentiable RenderingUltrasound Imaging

    Oxford Machine Learning in NeuroImaging Lab, University of Oxford, United Kingdom · Oxford Machine Learning in NeuroImaging Lab, Department of Computer Science, University of Oxford, OX1 3QD, United Kingdom · Quantitative Healthcare Analysis +7

  9. Physics-Guided Multi-Objective Deep Learning for Ultrasound RF Data Interpolation in Resource-Constrained Imaging

    Sep 23, 2026Luoyuan Zhang, Yiyang You, Ananya Tandri +4Physics-Guided Image RestorationImage Reconstruction

    University of North Carolina at Chapel Hill, Chapel Hill, NC, USA · Johns Hopkins University, Baltimore, MD, USA

  10. UltraBench 2: Towards Robust Evaluation of Vision Foundation Models on Ultrasound

    Sep 23, 2026Ashwath Radhachandran, Adam Tupper, Christian Gagné +1Ultrasound Image SegmentationMedical Imaging Foundation Models

    Bioengineering Department, University of California, Los Angeles · Institut Intelligence et Données (IID), Université Laval Mila – Quebec AI Institute · Radiological Sciences Department, UCLA David Geffen School of Medicine

  11. Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma by Integrating Multimodal Ultrasound and Clinical Data: A Multicenter Study

    Sep 21, 2026Jun Cheng, Yuanyuan Kong, Qing Huang +9Ultrasound ImagingClinical Prediction

    National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, China · Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China · Department of Ultrasound, Peking University Shenzhen Hospital, Shenzhen, China +1

  12. FreqDINO++: A Frequency-Guided Multi-Task Routing Vision Foundation Model for Universal Ultrasound Analysis

    Sep 17, 2026Qing Xu, Yixuan Zhang, Yue Li +7Ultrasound Image SegmentationMedical Imaging Foundation Models

    School of Computer Science, University of Nottingham Ningbo China, Ningbo, Zhejiang, China · School of Mathematical Sciences, University of Nottingham Ningbo China, Ningbo, Zhejiang, China · School of Computer Science, University of Nottingham, Nottingham NG72RD, UK +3

  13. Compression Hurts, Pooling Helps: Information Loss in Rayleigh-Scale Estimation from B-Mode Ultrasound

    Sep 17, 2026D. Hudson Smith, Ahmer RazaUltrasound Imaging

    Clemson University

  14. Which Pretext Task Transfers? Self-Supervised Pretraining Objectives for Lung Ultrasound

    Sep 15, 2026Moein Heidari, Junbo Rao, Jai Choraria +3Contrastive LearningMasked Autoencoders

    University of British Columbia, Vancouver, BC, Canada · Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA

  15. AlignUS: MRI-Guided Ultrasound Representation Learning for ALS Classification from Tongue Images

    Sep 14, 2026Kadija Abdel Ghader, Emani Babe, Lorenzo Pettinari +2Cross-Modal Knowledge DistillationUltrasound Imaging

    Unité de Recherche en Systèmes Intelligents Avancés (URSIA), Institut Supérieur du Numérique (SupNum), Nouakchott, Mauritanie · University of Basel, Basel, Switzerland

  16. Deep Learning-based Intelligent Diagnosis of Congenital Uterine Anomalies in 3D Ultrasound

    Sep 14, 2026Yueyue Xu, Yuhao Huang, Jiaxiao Deng +11Medical Image ClassificationUltrasound Imaging

    The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China · Medical Ultrasound Image Computing (MUSIC) Lab, Shenzhen University, Shenzhen, Guangdong, China · Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, China +2

  17. Weakly Supervised Spatial Grounding for Discriminative Attention-Based Ultrasound-Histopathology Alignment in Prostate Cancer Grading

    Sep 14, 2026Obed Korshie Dzikunu, Emma Willis, Mohammad Mahdi Abootorabi +7Computational PathologyCross-Modal Knowledge Distillation

    Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada · Vector Institute, Toronto, Canada · School of Computing, Queen’s University, Kingston, Canada +3

  18. Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

    Aug 31, 2026Arash Tavangar, Larissa K. Chiu, Hamidreza Khodashenas +2Interactive Medical Image SegmentationUltrasound Image Segmentation

    Department of Surgery, McGill University, Montreal, QC, Canada · Research Institute of the McGill University Health Centre, Montreal, QC, Canada · Division of Orthopedic Surgery, Department of Surgery, McGill University,2026 Montreal, QC, Canada

  19. Null-Space Diffusion Restoration with Adaptive Uncertainty-Guided Fusion for Ultrasound Speckle Reduction

    Aug 30, 2026Juneyong Lee, Jaeyoung ChoiDiffusion Models for Image RestorationUltrasound Imaging

    Department of Computer Science and Engineering, Hankuk University of Foreign Studies, Yongin-si 17035, Republic of Korea

  20. TRACE: Training-time Report-guided and Clinically Ordered Concept Editing

    Aug 21, 2026Wentao Yue, Tianyou Lai, Jiayu Luo +4Concept Bottleneck ModelsMedical Image Classification

    Lanzhou University Lanzhou, China · Shenzhen University Shenzhen, China · Southern Medical University Guangzhou, China +1

  21. Auditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting

    Aug 12, 2026Haifan Gong, Shiyu Chen, Bodong Wang +11Radiology Report GenerationClinical Decision Support

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China · School of Software Engineering, Sun Yat-sen University, Zhuhai, China · Independent Researcher, Jersey City, NJ, USA +6

  22. From Self-Normal-Positioning to Omni-Directional Tracking: Real-Time Surface Modeling Enabled Probe Tilt Control for Robotic Ultrasound Imaging

    Aug 11, 2026Xihan Ma, Haichong ZhangRobotic ControlUltrasound Imaging

    Department of Robotics Engineering, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609 USA

  23. A Foundational EDM2-Based Generative Model for High-Resolution Synthetic Fetal Ultrasound Imaging from Open Datasets

    Aug 5, 2026Harvey Mannering, Yilin Zhang, Ziao Liu +3Synthetic Data AugmentationUltrasound Imaging

    University of Southampton · Tsinghua University · King’s College London +1

  24. FUSEP: A Multi-Center Benchmark for Diverse Tasks in Early Pregnancy Fetal Ultrasound Screening

    Aug 5, 2026Bin Pu, Jiewen Yang, Liwen Wang +9Ultrasound ImagingObject Detection

    Hunan University Changsha, Hunan, China · The Hong Kong University of Science and Technology HKSAR, China · Anhui University Hefei, Anhui, China +5

  25. UltraSAM3: A Concept-Driven Foundation Model for Universal Ultrasound Image Segmentation

    Jul 31, 2026Bo Xu, Quanhao Zhu, Rui Lin +5Ultrasound Image SegmentationMedical Imaging Foundation Models

    School of Software Dalian University of Technology · School of Computing Technologies RMIT University · Dalian University of Technology Affiliated Center Hospital

  26. IQ-JEPA: A Joint-Embedding Predictive Architecture with a Hermitian Vision Transformer for Sound Speed and Attenuation Estimation from Ultrasound IQ Data

    Jul 24, 2026Masashi Sode, Gianmarco PintonSelf-Supervised Pre-TrainingJoint-Embedding Predictive Architecture

    Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC 27599 USA

  27. Spatially Grounded Concept Bottleneck Models for Trustworthy Breast Ultrasound Diagnosis

    Jul 22, 2026Moshiur Rahman Tonmoy, Dunren Che, Haitham Y. Adarbah +1Concept Bottleneck ModelsMedical Image Classification

    Department of Electrical Engineering and Computer Science, Texas A&M University–Kingsville (TAMUK), Kingsville, TX 78363, USA

  28. Hierarchy-Aware and Anatomy-Guided Learning for Lung Ultrasound Video Classification

    Jul 20, 2026Alya Almsouti, Lotfi Mecharbat, Noha Aboukhater +5Hierarchical ClassificationMedical Image Classification

    Mohamed bin Zayed University of Artificial Intelligence, UAE · SEHA, UAE · Sheikh Khalifa Medical City, UAE +2

  29. AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

    Jul 15, 2026Jian Wang, Yang Yang, Ziheng Pan +4Medical Image AnalysisMedical Image Classification

    Medical Ultrasound Image Computing (MUSIC) Lab, School of Artificial Intelligence, Shenzhen University, Shenzhen 518060, China · College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China · National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen 518060, China +2

  30. Seeing Globally, Refining Locally: Global Visual Guidance and Local Ultrasound Cues for Robust Freehand 3-D Ultrasound Reconstruction

    Jul 14, 2026Yameng Zhang, Zhongyu Chen, Dianye Huang +3Object Pose EstimationUltrasound Imaging

    Department of Mechanical Engineering, The University of Hong Kong, Hong Kong SAR, China · Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China