Objective: Proton range uncertainties can compromise the effectiveness of proton therapy treatments. Water equivalent path length (WEPL) assessment by flat panel detector proton radiography (FP-PR) can provide means of range uncertainty detection. Since WEPL accuracy intrinsically relies on the FP-PR calibration parameters, the purpose of this study is to establish an optimal calibration procedure that ensures high accuracy of WEPL measurements. To that end, several calibration settings were investigated.
Approach: FP-PR calibration datasets were obtained simulating PR fields with different proton energies, directed towards water-equivalent material slabs of increasing thickness. The parameters investigated were the spacing between energy layers (Δ) and the increment in thickness of the water-equivalent material slabs (Δ) used for calibration. 30 calibrations were simulated, as a result of combining Δ = 9, 7, 5, 3, 1 MeV and Δ = 10, 8, 5, 3, 2, 1 mm. FP-PRs through a CIRS electron density phantom were simulated, and WEPL images corresponding to each calibration were obtained. Ground truth WEPL values were provided by range probing multi-layer ionization chamber simulations on each insert of the phantom. Relative WEPL errors between FP-PR simulations and ground truth were calculated for each insert. Mean relative WEPL errors and standard deviations across all inserts were computed for WEPL images obtained with each calibration.
Main Results: Large mean and standard deviations were found in WEPL images obtained with large Δvalues (Δ = 9 or 7 MeV), for any Δ. WEPL images obtained with Δ ≤ 5 MeV and Δ ≤ 5 mm resulted in a WEPL accuracy with mean values within ±0.5% and standard deviations around 1%.
Significance: An optimal FP calibration in the framework of this study was established, characterized by 3 MeV ≤ Δ ≤ 5 MeV and 2 mm ≤ Δ ≤ 5 mm. Within these boundaries, highly accurate WEPL acquisitions using FP-PR are feasible and practical, holding the potential to assist future online range verification quality control procedures.
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http://dx.doi.org/10.1088/1361-6560/ac2c4f | DOI Listing |
Med Phys
December 2024
Medical Physics Department, Azienda Provinciale per i Servizi Sanitari (APSS), Trento, Italy.
Background: In Proton Therapy, the presence of implants along the beam path is known to potentially affect the dose distribution. The way such implants are managed in the planning process can vary in the different treatment planning systems (TPSs) and different centers. A specific validation procedure should be accomplished to verify the accuracy of TPS computation in these conditions and accept the applied process before treating patients.
View Article and Find Full Text PDFMed Phys
November 2024
School of Physical Sciences, University of Science and Technology of China, Hefei, Anhui, China.
Background: The accuracy of proton therapy and preclinical proton irradiation experiments is susceptible to proton range uncertainties, which partly stem from the inaccurate conversion between CT numbers and relative stopping power (RSP). Proton computed tomography (PCT) can reduce these uncertainties by directly acquiring RSP maps.
Purpose: This study aims to develop a novel PCT imaging system based on scintillator-based proton range detection for accurate RSP reconstruction.
Radiol Phys Technol
June 2024
Graduate School of Science and Engineering, Yamagata University, Yonezawa, 992-8510, Japan.
We proposed a new deep learning (DL) model for accurate scatter correction in digital radiography. The proposed network featured a pixel-wise water equivalent path length (WEPL) map of subjects with diverse sizes and 3D inner structures. The proposed U-Net model comprises two concatenated modules: one for generating a WEPL map and the other for predicting scatter using the WEPL map as auxiliary information.
View Article and Find Full Text PDFPhys Med Biol
April 2024
Hefei Ion Medical Center, Hefei, Anhui, 230088, People's Republic of China.
Cancers (Basel)
February 2024
St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
(1) Background: Proton therapy, a precise form of radiation treatment, can be significantly affected by variations in bowel content. The purpose was to identify the most beneficial gantry angles that minimize deviations from the treatment plan quality, thus enhancing the safety and efficacy of proton therapy for Wilms' tumor patients. (2) Methods: Thirteen patients with Wilms' tumor, enrolled in the SJWT21 clinical trial, underwent proton therapy.
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