most citedUtilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography

9 citations · 9 across the 1 of their papers we have counts for

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2 papers

physics.comp-ph2025

Estimation of Dielectric Parameters from Ultrasound Waves in Quantitative Thermoacoustic Tomography

Teemu Sahlström, Tanja Tarvainen

Thermoacoustic tomography (TAT) is an imaging technique based on the thermoacoustic effect, combining electromagnetic contrast and high resolution of ultrasound imaging. In TAT, a…

physics.comp-ph2022★ 9 cited

Utilizing variational autoencoders in the Bayesian inverse problem of photoacoustic tomography

Teemu Sahlström, Tanja Tarvainen

There has been an increasing interest in utilizing machine learning methods in inverse problems and imaging. Most of the work has, however, concentrated on image reconstruction pro…