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Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients

Purpose: To investigate and compare 2 cone-beam computed tomography (CBCT) correction methods for CBCT-based dose calculation. Materials and Methods: Routine CBCT image sets of 12 head and neck cancer patients who received volumetric modulated arc therapy (VMAT) treatment were retrospectively analyz...

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Autores principales: Gong, Hanshun, Liu, Bo, Zhang, Gaolong, Dai, Xiangkun, Qu, Baolin, Cai, Boning, Xie, Chuanbin, Xu, Shouping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841465/
https://www.ncbi.nlm.nih.gov/pubmed/36638542
http://dx.doi.org/10.1177/15330338221148317
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author Gong, Hanshun
Liu, Bo
Zhang, Gaolong
Dai, Xiangkun
Qu, Baolin
Cai, Boning
Xie, Chuanbin
Xu, Shouping
author_facet Gong, Hanshun
Liu, Bo
Zhang, Gaolong
Dai, Xiangkun
Qu, Baolin
Cai, Boning
Xie, Chuanbin
Xu, Shouping
author_sort Gong, Hanshun
collection PubMed
description Purpose: To investigate and compare 2 cone-beam computed tomography (CBCT) correction methods for CBCT-based dose calculation. Materials and Methods: Routine CBCT image sets of 12 head and neck cancer patients who received volumetric modulated arc therapy (VMAT) treatment were retrospectively analyzed. The CBCT images obtained using an on-board imager (OBI) at the first treatment fraction were firstly deformable registered and padded with the kVCT images to provide enough anatomical information about the tissues for dose calculation. Then, 2 CBCT correction methods were developed and applied to correct CBCT Hounsfield unit (HU) values. One method (HD method) is based on protocol-specific CBCT HU to physical density (HD) curve, and the other method (HM method) is based on histogram matching (HM) of HU value. The corrected CBCT images (CBCT(HD) and CBCT(HM) for HD and HM methods) were imported into the original planning system for dose calculation based on the HD curve of kVCT (the planning CT). The dose computation result was analyzed and discussed to compare these 2 CBCT-correction methods. Results: Dosimetric parameters, such as the D(mean), D(max) and D(5%) of the target volume in CBCT plan doses, were higher than those in the kVCT plan doses; however, the deviations were less than 2%. The D(2%), in parallel organs such as the parotid glands, the deviations from the CBCT(HM) plan dose were less than those of the CBCT(HD) plan dose. The differences were statistically significant (P < .05). Meanwhile, the V(30) value based on the HM method was better than that based on the HD method in the oral cavity region (P = .016). In addition, we also compared the γ passing rates of kVCT plan doses with the 2 CBCT plan doses, and negligible differences were found. Conclusion: The HM method was more suitable for head and neck cancer patients than the HD one. Furthermore, with the CBCT(HM)-based method, the dose calculation result better matches the kVCT-based dose calculation.
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spelling pubmed-98414652023-01-17 Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients Gong, Hanshun Liu, Bo Zhang, Gaolong Dai, Xiangkun Qu, Baolin Cai, Boning Xie, Chuanbin Xu, Shouping Technol Cancer Res Treat Developments in the use of multiple imaging modalities for radiotherapy Purpose: To investigate and compare 2 cone-beam computed tomography (CBCT) correction methods for CBCT-based dose calculation. Materials and Methods: Routine CBCT image sets of 12 head and neck cancer patients who received volumetric modulated arc therapy (VMAT) treatment were retrospectively analyzed. The CBCT images obtained using an on-board imager (OBI) at the first treatment fraction were firstly deformable registered and padded with the kVCT images to provide enough anatomical information about the tissues for dose calculation. Then, 2 CBCT correction methods were developed and applied to correct CBCT Hounsfield unit (HU) values. One method (HD method) is based on protocol-specific CBCT HU to physical density (HD) curve, and the other method (HM method) is based on histogram matching (HM) of HU value. The corrected CBCT images (CBCT(HD) and CBCT(HM) for HD and HM methods) were imported into the original planning system for dose calculation based on the HD curve of kVCT (the planning CT). The dose computation result was analyzed and discussed to compare these 2 CBCT-correction methods. Results: Dosimetric parameters, such as the D(mean), D(max) and D(5%) of the target volume in CBCT plan doses, were higher than those in the kVCT plan doses; however, the deviations were less than 2%. The D(2%), in parallel organs such as the parotid glands, the deviations from the CBCT(HM) plan dose were less than those of the CBCT(HD) plan dose. The differences were statistically significant (P < .05). Meanwhile, the V(30) value based on the HM method was better than that based on the HD method in the oral cavity region (P = .016). In addition, we also compared the γ passing rates of kVCT plan doses with the 2 CBCT plan doses, and negligible differences were found. Conclusion: The HM method was more suitable for head and neck cancer patients than the HD one. Furthermore, with the CBCT(HM)-based method, the dose calculation result better matches the kVCT-based dose calculation. SAGE Publications 2023-01-13 /pmc/articles/PMC9841465/ /pubmed/36638542 http://dx.doi.org/10.1177/15330338221148317 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Developments in the use of multiple imaging modalities for radiotherapy
Gong, Hanshun
Liu, Bo
Zhang, Gaolong
Dai, Xiangkun
Qu, Baolin
Cai, Boning
Xie, Chuanbin
Xu, Shouping
Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients
title Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients
title_full Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients
title_fullStr Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients
title_full_unstemmed Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients
title_short Evaluation of Dose Calculation Based on Cone-Beam CT Using Different Measuring Correction Methods for Head and Neck Cancer Patients
title_sort evaluation of dose calculation based on cone-beam ct using different measuring correction methods for head and neck cancer patients
topic Developments in the use of multiple imaging modalities for radiotherapy
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841465/
https://www.ncbi.nlm.nih.gov/pubmed/36638542
http://dx.doi.org/10.1177/15330338221148317
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