2 papers
cs.CV2026
Generative deep learning for foundational video translation in ultrasound
Nikolina Tomic, Roshni Bhatnagar, Sarthak Jain +4
Deep learning (DL) has the potential to revolutionize image acquisition and interpretation across medicine, however, attention to data imbalance and missingness is required. Ultras…
eess.IV2025
Label-free segmentation from cardiac ultrasound using self-supervised learning
Danielle L. Ferreira, Connor Lau, Zaynaf Salaymang +1
Segmentation and measurement of cardiac chambers is critical in cardiac ultrasound but is laborious and poorly reproducible. Neural networks can assist, but supervised approaches r…