Publications

Patient-Adaptive Focused Transmit Beamforming using Cognitive Ultrasound

van Nierop, Wessel L., Nolan, Oisín, Stevens, Tristan S.W., et al. (2025), Preprint

zea: A Toolbox for Cognitive Ultrasound Imaging

Stevens, Tristan S.W., et al. (2025), The Journal of Open Source Software (in review)

High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models

Stevens, Tristan S.W., et al. (2025), High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models, Preprint

Deep Generative Models for Bayesian Inference on High-Rate Sensor Data: Applications in Automotive Radar and Medical Imaging

Stevens, Tristan S.W., et al. (2025), Philosophical Transactions of the Royal Society A

Sequential Posterior Sampling with Diffusion Models

Stevens, Tristan S.W., et al. (2025), IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Active Diffusion Subsampling

Nolan, Oisín, Stevens, Tristan S.W., et al. (2025), Transactions on Machine Learning Research

Dehazing Ultrasound using Diffusion Models

Stevens, Tristan S.W., et al. (2023), Dehazing Ultrasound using Diffusion Models, IEEE Transactions on Medical Imaging

Removing Structured Noise with Diffusion Models

Stevens, Tristan S.W., et al. (2025), Transactions on Machine Learning Research

A Hybrid Deep Learning Pipeline for Improved Ultrasound Localization Microscopy

Stevens, Tristan S.W., et al. (2022), International Ultrasonics Symposium (IUS)

Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning

Stevens, Tristan S.W., et al. (2022), IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound

Chennakeshava, Nish, et al. (2022), IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection

Stevens, Tristan S.W., et al. (2021), IEEE 29th European Signal Processing Conference (EUSIPCO)

Deep Learning for Radar Target Detection in Non-Homogeneous Clutter

Stevens, Tristan S.W., et al. (2019), Preprint