Prenatal Ultrasound

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

    Aug 5, 2026Harvey Mannering, Yilin Zhang, Ziao Liu +3Prenatal UltrasoundMedical Image Generation

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

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

    Aug 5, 2026Bin Pu, Jiewen Yang, Liwen Wang +9Prenatal UltrasoundClinical Ultrasound Dataset

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

  3. Towards Reliable and Reproducible Fetal Brain Biometry: A Deep Learning Approach Using MRI

    Aug 4, 2026Francesca Maccarone, Marina Di Stefano, Giorgio Longari +7Prenatal UltrasoundMagnetic Resonance Imaging

    NeuroImaging Laboratory, Scientific Institute IRCCS Eugenio Medea, Bosisio Parini (LC), Italy · University of Milano-Bicocca, Milan, Italy · Image Sciences Institute, Division Imaging and Oncology, University Medical Center Utrecht, Utrecht, The Netherlands

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

    Jul 15, 2026Jian Wang, Yang Yang, Ziheng Pan +4Prenatal UltrasoundAnatomy

    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

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

    Jul 1, 2026Le Ou, Xiliang Zhu, Huanwen Liang +8Prenatal UltrasoundUltrasound

    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

  6. Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound

    Jul 1, 2026Huanwen Liang, Yuhao Huang, Xiliang Zhu +6Prenatal UltrasoundClinical Ultrasound Dataset

    Medical Ultrasound Image Computing (MUSIC) Lab, Shenzhen University, Shenzhen, China

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

    Jun 28, 2026Hang Su, Chao Sun, Zhaofan Li +3Clinical Ultrasound DatasetPrenatal Ultrasound

    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

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

    Jun 9, 2026Mahmood Alzubaidi, Uzair Shah, Raden Muaz +6Prenatal UltrasoundFundus Images

    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

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

    Jun 5, 2026Arafat Hossain SayemPrenatal UltrasoundVessel Segmentation

  10. Benchmarking Ultrasound Foundation Models for Fetal Plane Classification

    May 27, 2026Leya Barrientos, Yuexi Du, Nicha C. DvornekPrenatal UltrasoundClinical Ultrasound Dataset

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

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

    May 25, 2026Xiaotian Hu, Mingxuan Liu, Junwei Huang +13Prenatal UltrasoundUltrasound

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

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

    May 20, 2026Yuanhan Wang, Yifei Chen, Beining Wu +7Prenatal UltrasoundOptical Coherence Tomography

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

  13. A Framework for Exploring and Disentangling Intersectional Bias: A Case Study in Fetal Ultrasound

    May 1, 2026Aya Elgebaly, Joris Fournel, Benjamin Laine Jønch Jurgensen +5Prenatal UltrasoundBiases

    Technical University of Denmark, Denmark · CAMES Rigshospitalet, Denmark

  14. Multi-View Hierarchical Representation Learning of Fetal Hemodynamics for Maternal Hypertension Detection at the Edge

    Apr 24, 2026Alireza Rafiei, Anahí Venzor Strader, Esteban Castro Aragón +6Cuffless Blood Pressure EstimationPrenatal Ultrasound

    Emory University, Atlanta, GA, USA · Center for Indigenous Health Research, Wuqu’ Kawoq | Maya Health Alliance, Tecpán, Guatemala · Emory University & Georgia Institute of Technology, Atlanta, GA, USA

  15. Structure-Augmented Standard Plane Detection with Temporal Aggregation in Blind-Sweep Fetal Ultrasound

    Apr 22, 2026Keli Niu, He Zhao, Qianhui MenPrenatal UltrasoundUltrasound

    University of Bristol · University of Liverpool

  16. Attention-ResUNet for Automated Fetal Head Segmentation

    Apr 20, 2026Ammar Bhilwarawala, Mainak BandyopadhyayPrenatal UltrasoundU-Net

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

  17. PolarMAE: Efficient Fetal Ultrasound Pre-training via Semantic Screening and Polar-Guided Masking

    Apr 17, 2026Meng Lv, Yapeng Li, Hang Su +2Prenatal UltrasoundUltrasound

    Wuhan University