most citedLabel-free segmentation from cardiac ultrasound using self-supervised learning

22 citations · 22 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2025

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.IV2022★ 22 cited

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…