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

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机构: [1]Department of Radiation Oncology, 104607The First Medical Center of PLA General Hospital, Beijing, China. [2]School of Astronautics, 535276Beihang University, Beijing, China. [3]School of Physics, 535276Beihang University, Beijing, China. [4]Department of Radiation Oncology, National Cancer Center/Cancer Hospital, 12501Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. [5]National Cancer Center/National Clinical Research Center for Cancer/Hebei Cancer Hospital, 12501Chinese Academy of Medical Sciences, Langfang, China.
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关键词: adaptive radiation therapy cone-beam computed tomography deformable image registration Hounsfield unit (HU) HU-density map histogram matching algorithm

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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 (CBCTHD and CBCTHM 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 Dmean, Dmax and D5% 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 D2%, in parallel organs such as the parotid glands, the deviations from the CBCTHM plan dose were less than those of the CBCTHD plan dose. The differences were statistically significant (P < .05). Meanwhile, the V30 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 CBCTHM-based method, the dose calculation result better matches the kVCT-based dose calculation.

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出版当年[2023]版:
大类 | 4 区 医学
小类 | 4 区 肿瘤学
最新[2025]版:
大类 | 4 区 医学
小类 | 4 区 肿瘤学
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出版当年[2023]版:
Q3 ONCOLOGY
最新[2023]版:
Q3 ONCOLOGY

影响因子: 最新[2023版] 最新五年平均 出版当年[2023版] 出版当年五年平均 出版前一年[2022版]

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第一作者机构: [1]Department of Radiation Oncology, 104607The First Medical Center of PLA General Hospital, Beijing, China.
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通讯机构: [4]Department of Radiation Oncology, National Cancer Center/Cancer Hospital, 12501Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. [5]National Cancer Center/National Clinical Research Center for Cancer/Hebei Cancer Hospital, 12501Chinese Academy of Medical Sciences, Langfang, China. [*1]Department of Radiation Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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