A genetic algorithm optimized the SiFi-CC Compton camera geometry, achieving 2 mm resolution for detecting 5 mm proton beam range shifts in simulation.
Distal edge determination precision for a multi-slat promptgamma camera: a comprehensive simulation and optimization of the detection system
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abstract
Multi-slat prompt-gamma camera is a promising tool for range monitoring during proton therapy. We report the results of a comprehensive simulation study analyzing the precision which is possible to reach with this camera in determination of the position of the distal edge of the Bragg peak. For the first time we include simulation of optical photons. The proton beam (single pencil beam, 130 MeV, 10 ns bunch period, total of 10^8 protons) is interacting with a polymethyl methacrylate (PMMA) phantom, which is a cylinder of 200 mm in diameter and length. The prompt gamma rays generated in the phantom are collimated with a multi-slat collimator and detected using a combination of yttrium aluminum perovskite (YAP) scintillators, installed in the collimator apertures, and light sensors. Two scintillator packing schemes, with one and with two scintillator plates per aperture, are considered. The collimator configuration (the septal thickness, aperture and height), resulting in the best precision, is determined using two methods of detector optimization. Precision of 2.1 mm (full width at half maximum) in the edge position determination is demonstrated.
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Genetic algorithm as a tool for detection setup optimisation: SiFi-CC case study
A genetic algorithm optimized the SiFi-CC Compton camera geometry, achieving 2 mm resolution for detecting 5 mm proton beam range shifts in simulation.