TY - JOUR
T1 - Proton therapy monitoring spatiotemporal emission reconstruction with prompt gamma timing and implementation with PET detectors
AU - Pennazio, Francesco
AU - Ferrero, Veronica
AU - D'Onghia, Grazia
AU - Garbolino, Sara
AU - Fiorina, Elisa
AU - Marti Villarreal, Oscar Ariel
AU - Mas Milian, Felix
AU - Monaco, Vincenzo
AU - Monti, Valeria
AU - Patera, Alessandra
AU - Werner, Julius
AU - Wheadon, Richard
AU - Rafecas, Magdalena
N1 - Publisher Copyright:
© 2022 The Author(s). Published on behalf of Institute of Physics and Engineering in Medicine by IOP Publishing Ltd.
PY - 2022/3/11
Y1 - 2022/3/11
N2 - Objective. In this study we introduce spatiotemporal emission reconstruction prompt gamma timing (SER-PGT), a new method to directly reconstruct the prompt photon emission in the space and time domains inside the patient in proton therapy.Approach. SER-PGT is based on the numerical optimisation of a multidimensional likelihood function, followed by a post-processing of the results. The current approach relies on a specific implementation of the maximum-likelihood expectation maximisation algorithm. The robustness of the method is guaranteed by the complete absence of any information about the target composition in the algorithm.Main results. Accurate Monte Carlo simulations indicate a range resolution of about 0.5 cm (standard deviation) when considering 107primary protons impinging on an homogeneous phantom. Preliminary results on an anthropomorphic phantom are also reported.Significance. By showing the feasibility for the reconstruction of the primary particle range using PET detectors, this study provides significant basis for the development of an hybrid in-beam PET and prompt photon device.
AB - Objective. In this study we introduce spatiotemporal emission reconstruction prompt gamma timing (SER-PGT), a new method to directly reconstruct the prompt photon emission in the space and time domains inside the patient in proton therapy.Approach. SER-PGT is based on the numerical optimisation of a multidimensional likelihood function, followed by a post-processing of the results. The current approach relies on a specific implementation of the maximum-likelihood expectation maximisation algorithm. The robustness of the method is guaranteed by the complete absence of any information about the target composition in the algorithm.Main results. Accurate Monte Carlo simulations indicate a range resolution of about 0.5 cm (standard deviation) when considering 107primary protons impinging on an homogeneous phantom. Preliminary results on an anthropomorphic phantom are also reported.Significance. By showing the feasibility for the reconstruction of the primary particle range using PET detectors, this study provides significant basis for the development of an hybrid in-beam PET and prompt photon device.
UR - http://www.scopus.com/inward/record.url?scp=85126680654&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/c1805d29-15df-36d6-b89c-da42f2c85fe0/
U2 - 10.1088/1361-6560/ac5765
DO - 10.1088/1361-6560/ac5765
M3 - Journal articles
C2 - 35193131
SN - 0031-9155
VL - 67
SP - 065005
JO - Physics in Medicine and Biology
JF - Physics in Medicine and Biology
IS - 6
M1 - 065005
ER -