Ultrasound Image 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. Topology-Informed Prompt-Conditioned Universal Segmentation of Uterine Structures from Ultrasound and MRI

    Oct 5, 2026Yongheng Sun, Yuexi Gu, Jingwen Sun +2Ultrasound Image SegmentationCross-Modality Medical Image Segmentation

    Department of Radiology and BRIC, UNC at Chapel Hill, Chapel Hill, NC 27599, USA

  2. 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

  3. 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

  4. Open ultrasound foundation model for robust segmentation and clinical measurement across heterogeneous settings

    Sep 16, 2026Chao Qin, Fahad Shahbaz Khan, Salman Khan +4Interactive Medical Image SegmentationUltrasound Image Segmentation

    Mohamed bin Zayed Uni. of Artificial Intelligence, Abu Dhabi, UAE. · Sheikh Tahnoon Bin Mohammed Medical City (STMC), Al Ain, UAE. · King’s College Hospital London - Dubai, Dubai, UAE. +1

  5. Physics-Guided Synthetic High-Frequency Ultrasound Generation for Skin Layer Segmentation

    Sep 14, 2026Junkyung ju, Kyungho Yoon, Minwoo ShinSynthetic Data PretrainingUltrasound Image Segmentation

    Department of Software, Yonsei University (Mirae Campus), Wonju, 26493, Republic of Korea · School of Mathematics and Computing, Yonsei University, Seoul, 03722, Republic of Korea

  6. A Quantitative Evaluation Framework for Temporal Explainability in Echocardiographic Video Segmentation

    Sep 7, 2026Jiyoo Noh, Jonathan H. ChanUltrasound Image SegmentationExplainability Evaluation

    University of Toronto, Canada · King Mongkut’s University of Technology Thonburi, Thailand

  7. 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

  8. VIDS-Seg: Towards Reliable Uncertainty Quantification in Pediatric Cardiac Ultrasound Segmentation

    Aug 11, 2026Paul Fischer, Ece OzkanUltrasound Image SegmentationUncertainty Quantification

    Department of Biomedical Engineering, University of Basel, Basel, Switzerland

  9. BAP-MOS: Bandit-Based Adaptive Prompting for Boundary-Sensitive Multi-Organ Segmentation

    Aug 8, 2026Satvik Praveen, Shengji Jin, Ahmed Lamidi +2Ultrasound Image SegmentationPromptable Image Segmentation

    Computer Science & Engineering, University of South Florida, Tampa, USA · Department of Physics and Astronomy, Stony Brook University, Stony Brook, USA

  10. UCBound-Net: Uncertainty-Guided Boundary-Aware Continual Learning for Domain-Incremental Ultrasound Segmentation

    Aug 2, 2026Mohammad Amanour RahmanUltrasound Image SegmentationContinual Learning

    Ahsanullah University of Science and Technology, Dhaka, Bangladesh

  11. 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

  12. Learning-based Hierarchical Tracheal Anatomy Understanding from Sparse Surgical Demonstration Annotations for Ultrasound Robots

    Jul 24, 2026Hiu Ching Cheung, Wenchao Yue, Zhengran Han +4Ultrasound Image SegmentationPromptable Image Segmentation

    Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong, China · Department of Electrical and Electronic Engineering, Imperial College London, London, United Kingdom · Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science and Innovation, Chinese Academy of Sciences, Hong Kong, China +1

  13. Risk-Routed Implicit Boundary Refinement for Robust Ultrasound Image Segmentation

    Jul 23, 2026Jingguo Qu, Xinyang Han, Xiang Wang +8Ultrasound Image SegmentationImplicit Neural Representations

    Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China · Centre for Smart Health and School of Nursing, The Hong Kong Polytechnic University, Hong Kong, China · Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong, China

  14. Domain Shift in Echocardiography: Interpretable Quantification and Prediction of Cross-Dataset Left Ventricular Segmentation

    Jul 22, 2026Soroush Elyasi, Nasim Dadashi Serej, Julie Wall +1Ultrasound Image SegmentationDistribution Shift

    THRIVE Centre, School of Computing and Engineering, University of West London, London, UK · School of Computing and Engineering, University of West London, London, UK

  15. OvAi Focus: AI-based Multi-class Segmentation of Functional Ovaries and Adnexal Masses in Gynecological Ultrasound

    Jul 15, 2026Niccolò Tallone, Francesca Salis, Pio Raffaele Fina +13Ultrasound Image SegmentationMedical Image Segmentation

    SynDiag s.r.l., Turin, Italy · Academic Division of Gynecology and Obstetrics, University of Turin, Azienda Ospedaliera Ordine Mauriziano, Turin, Italy · University of Turin +5

  16. Automatic Echocardiography Segmentation via Transition Probability Correlation for Stable Semantic Extraction

    Jul 8, 2026Xinran Chen, Xiyuan Wang, Guangquan Zhou +1Ultrasound Image SegmentationSelf-Supervised Pre-Training

    School of Biological Science and Medical Engineering, Southeast University, Nanjing, China

  17. An Edge-aware Prompt-enhanced SAM for Ultrasound Image Segmentation

    Jul 8, 2026Wenhao Li, Fangyi Liu, Bo DuUltrasound Image SegmentationPromptable Image Segmentation

    Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China

  18. Comparison of Loss Functions for Robust Deep Learning-based Echocardiography Segmentation when Learning with Partially Labelled Data from Multiple Domains

    Jul 6, 2026Iman Islam, Esther Puyol-Antón, Bram Ruijsink +2Ultrasound Image SegmentationDomain Generalization

    School of Biomedical Engineering & Imaging Sciences, King’s College London, UK

  19. MedSaab-US: A Backpropagation-Free Multi-Scale Wavelet-Saab Framework for Thyroid Nodule Segmentation in Ultrasound Images

    Jul 2, 2026Mohammad Amanour RahmanUltrasound Image SegmentationMedical Image Segmentation

    Department of Computer Science and Engineering Ahsanullah University of Science and Technology (AUST) Dhaka, Bangladesh

  20. RadiomicNet: A Hybrid Radiomics-Guided Lightweight Architecture for Interpretable Medical Image Segmentation

    Jul 2, 2026Mohammad Amanour RahmanUltrasound Image SegmentationMedical Image Segmentation

    Department of Computer Science and Engineering Ahsanullah University of Science and Technology (AUST) Dhaka, Bangladesh

  21. Self-Supervised Temporal Regularization for Landmark-Based Cardiac Segmentation with Automatic AHA Regional Mapping

    Jun 30, 2026David Montalvo-García, Nicolás Gaggion, María J. Ledesma-Carbayo +1Ultrasound Image SegmentationSelf-Supervised Learning

    Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain · Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain · APOLO Biotech, Ciudad Autónoma de Buenos Aires, Argentina +2

  22. Distilling Temporal Coherence into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

    Jun 30, 2026Dong Yeong Kim, JunGyu Lee, Jaewon Choi +5Ultrasound Image SegmentationVideo Object Segmentation

    Interdisciplinary Program in Bioengineering, Seoul National University · Department of Transdisciplinary Medicine, Seoul National University Hospital · Department of Artificial Intelligence, Yonsei University +1

  23. Dual Agreement Consistency Learning for Semi-Supervised Fetal Ultrasound Segmentation

    Jun 24, 2026Fangyijie Wang, Guénolé Silvestre, Ziyang Wang +1Ultrasound Image SegmentationSemi-Supervised Medical Image Segmentation

    Research Ireland Centre for Research Training in Machine Learning · School of Medicine, University College Dublin, Dublin, Ireland · School of Computer Science, University College Dublin, Dublin, Ireland +1

  24. Evaluating self-supervised echocardiographic representations across downstream extraction strategies for left-ventricular segmentation and ejection fraction estimation

    Jun 22, 2026Sylwia Majchrowska, Philip TeareUltrasound Image SegmentationLeft Ventricular Ejection Fraction Estimation

    aR&D Data ScienceSylwiaSkills &Majchrowskaa,Partnership, DataPhilipScienceTeareb& AI, BioPharma R&D, AstraZeneca, Pepparedsleden 1, Mölndal, 431 83, Sweden · bCentre for AI, Data Science & AI, BioPharma R&D, AstraZeneca, BiomedicalJun Campus, 1 Francis Crick Ave, Trumpington, Cambridge, CB2 0AA, UK

  25. Specificity- and Calibration-Aware Breast Ultrasound Segmentation via Entropy-Guided Boundary Supervision

    Jun 21, 2026Manar Alsaid, Mandip Shrestha, Mohammad AbbasUltrasound Image SegmentationModel Calibration

    Department of Computer Science East Texas A&M University Commerce, USA · Texas Woman’s University Denton, USA

  26. 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

  27. 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

  28. 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

  29. FSS-Net: Frequency-Spatial Synergy Network with Wavelet Attention for Carotid Artery Ultrasound Segmentation

    Jun 9, 2026Jiawei Liu, Zhijiang Wan, Junhua Hu +5Ultrasound Image SegmentationBoundary-Aware Segmentation

    Ji luan Academy, Nanchang University, Nanchang 330031, China · School of Information Engineering, Nanchang University, Nanchang 330031, China · State Key Laboratory of Water Cycle and Water Security, China Institute of Water Resources and Hydropower Research, Beijing 100038, China +4

  30. 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

  31. 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

  32. Implicit Fuzzification via Bounded Noise Injection for Robust Medical Image Segmentation

    Jun 3, 2026Bisheng Tang, Zhangfeng Ma, Chuchu Zhai +4Ultrasound Image SegmentationMedical Image Segmentation

    School of Information Science and Engineering, Provincial Key Laboratory of Informational Service for Rural Area of Southwestern Hunan, Shaoyang University, Shaoyang 422000, China · Xinshao County People’s Hospital, Shaoyang 422900, China

  33. BBR-Net: Boundary-Balanced Replay for Continual Medical Image Segmentation

    Jun 2, 2026Zahid Ullah, Sieun Choi, Jihie KimInteractive Medical Image SegmentationUltrasound Image Segmentation

    Department of Computer Science and Artificial Intelligence, Dongguk University, Seoul, 04620, Republic of Korea

  34. Robust Cross-Domain Generalization Using Unlabeled Target Data with Source-Domain Supervision

    May 27, 2026Yuyue Zhou, Shrimanti Ghosh, Michael +7Ultrasound Image SegmentationUnsupervised Domain Adaptation

    Kai Yue · Department of Radiology and Diagnostic Imaging, University of Alberta, 8303 112 St NW, Edmonton, T6G 2T4, AB, Canada

  35. 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

  36. R2AoP: Reliable and Robust Angle of Progression Estimation from Intrapartum Ultrasound

    May 20, 2026Yuanhan Wang, Yifei Chen, Beining Wu +7Ultrasound Image SegmentationUltrasound Imaging

    Tsinghua University, Beijing, China · Hangzhou Dianzi University, Hangzhou, China · Shenzhen Research Institute of Big Data, Shenzhen, China

  37. Synergistic Foundation Models for Semi-Supervised Fetal Cardiac Ultrasound Analysis: SAM-Med2D Boundary Refinement and DINOv3 Semantic Enhancement

    May 19, 2026Tonghao Zhuang, Shanglong Hu, Yongsheng Luo +2Ultrasound Image SegmentationMedical Imaging Foundation Models

    Zhuhai College of Science and Technology, Zhuhai, China

  38. Rad-VLSM: A Cross-Modal Framework with Semantics-Assisted Prompting for Medical Segmentation and Diagnosis

    May 18, 2026Fengyi Zhang, Xujie Zeng, Mohan Liu +2Ultrasound Image SegmentationCross-Modality Medical Image Segmentation

  39. EAGT: Echocardiography Augmentation for Generalisability and Transferability

    May 14, 2026Soroush Elyasi, Sara Adibzadeh, Nasim Dadashi Serej +1Ultrasound Image SegmentationData Augmentation

    THRIVE Centre, University of West London, London, United Kingdom

  40. A CUBS-Compatible Ultrasound Morphology and Uncertainty-Aware Baseline for Carotid Intima-Media Segmentation and Preliminary Risk Prediction

    May 14, 2026Aueaphum AueawatthanaphisutUltrasound Image SegmentationClinical Risk Prediction

    School of Information, Computer, and Communication Technology Sirindhorn International Institute of Technology, Thammasat University Pathum Thani, Thailand

  41. Learning to Segment using Summary Statistics and Weak Supervision

    May 4, 2026Omkar Kulkarni, Edward Raff, Tim OatesUltrasound Image SegmentationImage Segmentation

    University of Maryland, Baltimore County, Baltimore MD, USA · Crowdstrike, Austin TX, USA

  42. Protect the Brain When Treating the Heart: A Convolutional Neural Network for Detecting Emboli

    Apr 24, 2026Andrea Angino, Ken Trotti, Diego Ulisse Pizzagalli +3Ultrasound Image SegmentationImage Segmentation

    Universit`a della Svizzera Italiana (USI), Center for Computational Medicine in Cardiology (CCMC) · Unidistance Suisse · King Abdullah University of Science and Technology (KAUST), AMCS/CEMSE Division +2

  43. Attention-ResUNet for Automated Fetal Head Segmentation

    Apr 20, 2026Ammar Bhilwarawala, Mainak BandyopadhyayUltrasound Image SegmentationMedical Image Segmentation

    School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, India

  44. Adaptive Bidirectional Task Interaction for Joint Segmentation and Classification of Breast Ultrasound

    Mar 1, 2026Abdullah Al Shafi, Md Kawsar Mahmud Khan Zunayed, Safin Ahmmed +2Ultrasound Image SegmentationImage Segmentation

    Khulna University of Engineering and Technology, Bangladesh · University Clermont Auvergne, France