Abstract
Prompt Gamma Timing is a technique proposed for range monitoring in proton therapy. The experimental measurements so far are limited to a single secondary proton detector. In this study we present an innovative technique to merge the information from many detectors in different positions into a unique estimation of the beam particle motion in the spatiotemporal domain. We test the proposed method by means of Monte Carlo simulations, with various beam ranges and a number of primaries interesting for proton therapy monitoring (107). The method is based on the Maximum Likelihood Expectation Maximization algorithm, and we show its applicability with both MeV-range gamma detectors as well as lower energy detectors such as PET detectors. The preliminary results shown indicate a range resolution of about 5 mm. The ultimate goal of this study is to provide a robust mathematical instrument to expand the significance of Prompt Gamma Timing measurements, to be useful for the prototypes presently under construction by the treatment monitoring community.
Original language | English |
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DOIs | |
Publication status | Published - 26.01.2024 |
Event | 2022 IEEE Nuclear Science Symposium and Medical Imaging Conference - Milan, Italy Duration: 05.11.2022 → 12.11.2022 |
Conference
Conference | 2022 IEEE Nuclear Science Symposium and Medical Imaging Conference |
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Abbreviated title | NSS/MIC |
Country/Territory | Italy |
City | Milan |
Period | 05.11.22 → 12.11.22 |
Research Areas and Centers
- Academic Focus: Biomedical Engineering
DFG Research Classification Scheme
- 205-32 Medical Physics, Biomedical Engineering