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Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac

PURPOSE: To develop an angular correction methodology and characterize a high‐resolution complementary metal‐oxide‐semiconductor (CMOS) array for patient specific quality assurance on a robotic arm linear accelerator. METHODS: Beam path files from the treatment planning software (TPS) were used to c...

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Autores principales: Ashraf, Muhammad Ramish, Krimmer, Jochen, Zalavri, Laszlo, Gu, Xuejun, Wang, Lei, Chuang, Cynthia Fu‐Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647992/
https://www.ncbi.nlm.nih.gov/pubmed/37528747
http://dx.doi.org/10.1002/acm2.14110
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author Ashraf, Muhammad Ramish
Krimmer, Jochen
Zalavri, Laszlo
Gu, Xuejun
Wang, Lei
Chuang, Cynthia Fu‐Yu
author_facet Ashraf, Muhammad Ramish
Krimmer, Jochen
Zalavri, Laszlo
Gu, Xuejun
Wang, Lei
Chuang, Cynthia Fu‐Yu
author_sort Ashraf, Muhammad Ramish
collection PubMed
description PURPOSE: To develop an angular correction methodology and characterize a high‐resolution complementary metal‐oxide‐semiconductor (CMOS) array for patient specific quality assurance on a robotic arm linear accelerator. METHODS: Beam path files from the treatment planning software (TPS) were used to calculate the angle of radiation beam with respect to the detector plane. Beams from multiple discrete angles were delivered to the CMOS detector array and an angular dependency look up table (LUT) was created. The LUT was then used to correct for the angular dependency of the detector. An iso‐centric 5 mm fixed cone, non iso‐centric multi‐target fixed cone, 10 mm Iris and a multi‐leaf collimator (MLC) based collimated plan were delivered to the phantom and compared to the TPS with and without angular correction applied. Additionally, the CMOS array was compared to gafchromic film and a diode array. RESULTS: Large errors of up to 30% were observed for oblique angles. When angular correction was applied, the gamma passing rate increased from 99.2% to 100% (average gamma value decreased from 0.29 to 0.14) for the 5‐mm iso‐centric cone plan. Similarly, the passing rate increased from 84.0% to 100% for the Iris plan and from 49.98% to 98.4% for the MLC plan when angular correction was applied. For the multi‐target plan, applying angular correction improved the gamma passing rate from 94% to 99.6%. The 5 mm iso‐centric fixed cone plan was also delivered to film, and the gamma passing rate was 91.3% when using gafchromic film as the reference dataset, whereas the diode array provided insufficient sampling for this plan. CONCLUSION: A methodology of calculating the beam angle based on the beam path files was developed and validated. The array was demonstrated to be superior to other quality assurance tools because of its sub‐millimeter spatial resolution and immediate read out of the results.
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spelling pubmed-106479922023-08-02 Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac Ashraf, Muhammad Ramish Krimmer, Jochen Zalavri, Laszlo Gu, Xuejun Wang, Lei Chuang, Cynthia Fu‐Yu J Appl Clin Med Phys Radiation Oncology Physics PURPOSE: To develop an angular correction methodology and characterize a high‐resolution complementary metal‐oxide‐semiconductor (CMOS) array for patient specific quality assurance on a robotic arm linear accelerator. METHODS: Beam path files from the treatment planning software (TPS) were used to calculate the angle of radiation beam with respect to the detector plane. Beams from multiple discrete angles were delivered to the CMOS detector array and an angular dependency look up table (LUT) was created. The LUT was then used to correct for the angular dependency of the detector. An iso‐centric 5 mm fixed cone, non iso‐centric multi‐target fixed cone, 10 mm Iris and a multi‐leaf collimator (MLC) based collimated plan were delivered to the phantom and compared to the TPS with and without angular correction applied. Additionally, the CMOS array was compared to gafchromic film and a diode array. RESULTS: Large errors of up to 30% were observed for oblique angles. When angular correction was applied, the gamma passing rate increased from 99.2% to 100% (average gamma value decreased from 0.29 to 0.14) for the 5‐mm iso‐centric cone plan. Similarly, the passing rate increased from 84.0% to 100% for the Iris plan and from 49.98% to 98.4% for the MLC plan when angular correction was applied. For the multi‐target plan, applying angular correction improved the gamma passing rate from 94% to 99.6%. The 5 mm iso‐centric fixed cone plan was also delivered to film, and the gamma passing rate was 91.3% when using gafchromic film as the reference dataset, whereas the diode array provided insufficient sampling for this plan. CONCLUSION: A methodology of calculating the beam angle based on the beam path files was developed and validated. The array was demonstrated to be superior to other quality assurance tools because of its sub‐millimeter spatial resolution and immediate read out of the results. John Wiley and Sons Inc. 2023-08-02 /pmc/articles/PMC10647992/ /pubmed/37528747 http://dx.doi.org/10.1002/acm2.14110 Text en © 2023 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Ashraf, Muhammad Ramish
Krimmer, Jochen
Zalavri, Laszlo
Gu, Xuejun
Wang, Lei
Chuang, Cynthia Fu‐Yu
Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac
title Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac
title_full Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac
title_fullStr Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac
title_full_unstemmed Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac
title_short Angular correction methodology and characterization of a high‐resolution CMOS array for patient specific quality assurance on a robotic arm linac
title_sort angular correction methodology and characterization of a high‐resolution cmos array for patient specific quality assurance on a robotic arm linac
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647992/
https://www.ncbi.nlm.nih.gov/pubmed/37528747
http://dx.doi.org/10.1002/acm2.14110
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