Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound

Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound

22 August 2022

A. Papageorghiou

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Papers citing "Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound"

8 / 8 papers shown

Title
Temporal Representation Learning for Real-Time Ultrasound Analysis Yves Stebler Thomas M. Sutter Ece Ozkan Julia E. Vogt 48 0 0 01 Sep 2025
Self-Supervised Ultrasound-Video Segmentation with Feature Prediction and 3D Localised Loss Edward Ellis Robert Mendel A. Bulpitt Nasim Parsa Michael F Byrne Sharib Ali 85 0 0 24 Jul 2025
ACE: Anatomically Consistent Embeddings in Composition and DecompositionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 326 0 0 20 Jan 2025
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 131 1 0 31 Jul 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 229 12 0 24 Apr 2024
Show from Tell: Audio-Visual Modelling in Clinical Settings Jianbo Jiao M. Alsharid L. Drukker A. Papageorghiou Andrew Zisserman J. A. Noble 145 0 0 25 Oct 2023
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-trainInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Zhao Wang Chang Liu Shaoting Zhang Qi Dou MedIm 361 94 0 29 Jun 2023
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences Zejian Chen Wei Zhuo Tianfu Wang Wufeng Xue Dong Ni 244 10 0 23 Jun 2021