2 papers
cs.CV2025
Self-Supervised Ultrasound-Video Segmentation with Feature Prediction and 3D Localised Loss
Edward Ellis, Robert Mendel, Andrew Bulpitt +3
Acquiring and annotating large datasets in ultrasound imaging is challenging due to low contrast, high noise, and susceptibility to artefacts. This process requires significant tim…
cs.CV2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation
Edward Ellis, Andrew Bulpitt, Nasim Parsa +2
Ultrasound (US) imaging is clinically invaluable due to its noninvasive and safe nature. However, interpreting US images is challenging, requires significant expertise, and time, a…