Search Results for author: Tomislav Matulić

Found 3 papers, 1 papers with code

Accurate 2D Reconstruction for PET Scanners based on the Analytical White Image Model

no code implementations30 Jun 2023 Tomislav Matulić, Damir Seršić

In this paper, we provide a precise mathematical model of crystal-to-crystal response which is used to generate the white image - a necessary compensation model needed to overcome the physical limitations of the PET scanner.

Accurate PET Reconstruction from Reduced Set of Measurements based on GMM

1 code implementation29 Jun 2023 Tomislav Matulić, Damir Seršić

A vast majority of PET imaging methods are based on reconstruction model that is defined by values on some pixel/voxel grid.

Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling

no code implementations7 Jun 2023 Tin Vlašić, Tomislav Matulić, Damir Seršić

The method is based on training a conditional generative adversarial network whose generator approximates sampling from the posterior in Bayesian inversion.

Generative Adversarial Network Image Reconstruction +1

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