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20232026
most citedUltra-NeRF: Neural Radiance Fields for Ultrasound Imaging

16 citations · 20 across the 9 of their papers we have counts for

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Showing 2026Show all

5 papers · 1 filter

cs.CV2026

Deformable CT-US Registration via Anatomy-Aware Implicit Neural Representations

Agnieszka Lach, Magdalena Wysocki, Feng Li +7

Slice-to-volume registration between ultrasound (US) and preoperative computed tomography (CT) imaging would enhance many minimally invasive interventions, for example by locating…

cs.GR2026

UltraDiff: Differentiable Ray Tracing in Ultrasound for Shape Optimization

Felix Duelmer, Magdalena Wysocki, Nassir Navab +1

Physically-based differentiable rendering enables gradient-based optimization of scene parameters by matching rendered images to measurements, but has so far mainly focused on ligh…

cs.CV2026

Multivariate Gaussian NeRF for Wide Field-of-View Ultrasound Reconstruction

Patris Valera, Magdalena Wysocki, Felix Duelmer +4

Wide Field-of-View (WFoV) reconstruction enhances 3D ultrasound imaging by providing valuable anatomical context for segmentation models and visualization. Clinical ultrasound volu…

cs.CV2026

UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis

Felix Duelmer, Jakob Klaushofer, Magdalena Wysocki +2

Novel view synthesis (NVS) in ultrasound has gained attention as a technique for generating anatomically plausible views beyond the acquired frames, offering new capabilities for t…

cs.CV2026

OSCAR: Occupancy-based Shape Completion via Acoustic Neural Implicit Representations

Magdalena Wysocki, Kadir Burak Buldu, Miruna-Alexandra Gafencu +2

Accurate 3D reconstruction of vertebral anatomy from ultrasound is important for guiding minimally invasive spine interventions, but it remains challenging due to acoustic shadowin…