activity
20132023
most citedModel based learning for accelerated, limited-view 3D photoacoustic tomography

347 citations · 904 across the 26 of their papers we have counts for

collaborators

28 papers

physics.med-ph2023★ 1 cited

Enhancing synthetic training data for quantitative photoacoustic tomography with generative deep learning

Ciaran Bench, Ben T. Cox

Multiwavelength photoacoustic images encode information about a tissue's optical absorption distribution. This can be used to estimate its blood oxygen saturation distribution (sO2…

cs.SD2023★ 3 cited

Physics-Based Acoustic Holograms

Antonio Stanziola, Ben T. Cox, Bradley E. Treeby +1

Advances in additive manufacturing have enabled the realisation of inexpensive, scalable, diffractive acoustic lenses that can be used to generate complex acoustic fields via phase…

physics.med-ph2023

open-UST: An Open-Source Ultrasound Tomography Transducer Array System

Morgan Roberts, Eleanor Martin, Michael D. Brown +2

Fast imaging methods are needed to promote widespread clinical adoption of Ultrasound Tomography (UST), and more widely available UST hardware could support the experimental valida…

physics.comp-ph2022

A Learned Born Series for Highly-Scattering Media

Antonio Stanziola, Simon Arridge, Ben T. Cox +1

A new method for solving the wave equation is presented, called the learned Born series (LBS), which is derived from a convergent Born Series but its components are found through t…

physics.med-ph2022

Binary Volume Acoustic Holograms

Michael D. Brown, Ben T. Cox, Bradley E. Treeby

In recent years high-resolution 3D printing has enabled a diverse range of new, low-cost, methods for ultrasonic wave-front shaping. Acoustic holograms, particularly, allow for the…

physics.comp-ph2022★ 1 cited

j-Wave: An open-source differentiable wave simulator

Antonio Stanziola, Simon R. Arridge, Ben T. Cox +1

We present an open-source differentiable acoustic simulator, j-Wave, which can solve time-varying and time-harmonic acoustic problems. It supports automatic differentiation, which…