3 papers
cs.CV2026
Cohort-Scale Neural Atlases of Ultrasound Video
Zhuorui Zhang, Roger Pallarès-López, Xuan Wu +2
Ultrasound is the most widely used real-time imaging modality in clinical practice, yet per-frame video annotation remains a major bottleneck: expert labels are scarce and costly,…
cs.CV2026
Match4Annotate: Cross-Video Annotation Transfer in Ultrasound via Implicit Feature Flow-Guided Matching
Zhuorui Zhang, Roger Pallarès-López, Praneeth Namburi +1
Acquiring per-frame annotations for ultrasound videos is costly and requires clinical expertise, limiting learning-based analysis. We study cross-video annotation transfer: propaga…
cs.CV2025
DUSTrack: Semi-automated point tracking in ultrasound videos
Praneeth Namburi, Roger Pallarès-López, Jessica Rosendorf +2
Ultrasound technology enables safe, non-invasive imaging of dynamic tissue behavior, making it a valuable tool in medicine, biomechanics, and sports science. However, accurately tr…