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20242026
most citedHigh Volume Rate 3D Ultrasound Reconstruction with Diffusion Models

3 citations · 3 across the 3 of their papers we have counts for

collaborators

9 papers

eess.SP2026

Patient-Adaptive Echocardiography using Cognitive Ultrasound

Wessel L. van Nierop, Oisín Nolan, Tristan S. W. Stevens +1

Focused transmits are the most commonly used transmit strategy for echocardiograms, but suffer from relatively low frame rates, and in 3D, even lower volume rates. Fast imaging bas…

cs.CV2026

Nuclear Diffusion Models for Low-Rank Background Suppression in Videos

Tristan S. W. Stevens, Oisín Nolan, Jean-Luc Robert +1

Video sequences often contain structured noise and background artifacts that obscure dynamic content, posing challenges for accurate analysis and restoration. Robust principal comp…

eess.IV2026

Task-Based Adaptive Transmit Beamforming for Efficient Ultrasound Quantification

Oisín Nolan, Wessel L. van Nierop, Louis D. van Harten +2

Wireless and wearable ultrasound devices promise to enable continuous ultrasound monitoring, but power consumption and data throughput remain critical challenges. Reducing the numb…

eess.IV2025

High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models

Tristan S. W. Stevens, Oisín Nolan, Oudom Somphone +2

Three-dimensional ultrasound enables real-time volumetric visualization of anatomical structures. Unlike traditional 2D ultrasound, 3D imaging reduces reliance on precise probe ori…

eess.IV2025

Semantic Diffusion Posterior Sampling for Cardiac Ultrasound Dehazing

Tristan S. W. Stevens, Oisín Nolan, Ruud J. G. van Sloun

Echocardiography plays a central role in cardiac imaging, offering dynamic views of the heart that are essential for diagnosis and monitoring. However, image quality can be signifi…

cs.LG2025

Active Diffusion Subsampling

Oisin Nolan, Tristan S. W. Stevens, Wessel L. van Nierop +1

Subsampling is commonly used to mitigate costs associated with data acquisition, such as time or energy requirements, motivating the development of algorithms for estimating the fu…