15–16 May 2023
Wigner Datacenter - Wigner Research Centre for Physics
Europe/Budapest timezone

Richardson--Lucy Algorithm Based Image Reconstruction for Proton CT

16 May 2023, 14:50
25m
Wigner Datacenter - Wigner Research Centre for Physics

Wigner Datacenter - Wigner Research Centre for Physics

Wigner RCP 1121 Budapest, Konkoly-Thege Miklós rd 29-33, Hungary

Speaker

Akos Sudar (MTA Wigner FK)

Description

Proton therapy is an emerging method against cancer. One of the main developments is to increase the accuracy of the Bragg-peak position calculation, which requires more precise relative stopping power (RSP) measurements. An excellent choice is the application of proton computed tomography (pCT) systems which take the images under similar conditions to treatment as they use the same irradiation device and hadron beam for imaging and treatment. A key aim is to develop an accurate image reconstruction algorithm for pCT systems to reach their maximal performance.

An image reconstruction algorithm was developed in this work, which is suitable to reconstruct pCT images from the energy, position and direction measurement of individual protons. The flexibility of an iterative image reconstruction algorithm was utilised to appropriately model the trajectory of protons. Monte Carlo (MC) simulations of a Derenzo and a CTP404 phantom was used to test the accuracy of the image reconstruction. We used an averaged probability density based approach for the interaction (system) matrix generation, which is a relevant description to consider the uncertainty of the path of the protons in the patient. In case of an idealised setup 2.4~lp/cm spatial resolution and 0.3\% RSP accuracy was achieved. The best of the realistic setups results 2.1~lp/cm spatial resolution and 0.5\% RSP accuracy.

Primary author

Akos Sudar (MTA Wigner FK)

Co-author

Gergely Barnafoldi (Wigner RCP RMI of the Hungarian Academy of Sciences)

Presentation materials