Application of low-dose CT in image-guided radiotherapy based on CT-linac

被引:1
|
作者
Yang, Jingru [1 ]
Liang, Yongguang [1 ]
Yang, Bo [1 ]
Zhang, Wenjun [1 ]
Leng, Lingxuan [1 ]
Wang, Jiaxin [1 ]
Zhu, Heling [1 ]
He, Shumeng [2 ]
Liao, Can [3 ]
Qiu, Jie [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Radiat Oncol, Beijing, Peoples R China
[2] United Imaging Res Inst Intelligent Imaging, Beijing 100094, Peoples R China
[3] Shanghai United Imaging Healthcare Co Ltd, Shanghai 201807, Peoples R China
关键词
Fan-beam CT; Image-guided radiotherapy; Low-dose CT; Image quality; ITERATIVE RECONSTRUCTION;
D O I
10.1016/j.jrras.2024.101034
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Image-guided radiation therapy (IGRT) involves online medical imaging systems. CT-guided imaging systems not only have high image quality but also allow for direct dose calculation for radiation treatment planning, making it an ideal image guidance method. However, the imaging dose from CT images may pose additional risks to patients. Therefore, the aim of this study was to evaluate the substitutability of using low-dose CT images for IGRT. Materials and methods: The CIRS-062 phantom, Catphan 604 phantom, CT dose index phantom were used to obtain the conversion curves of the CT values to the relative electron density (RED), image quality, and imaging dose of the low-dose CT, respectively. Catphan 604 phantom and clinical cases were used to analyze the feasibility of low-dose CT for dose calculation. Results: No significant differences were observed in the conversion curves of CT values to RED between low-dose and standard-dose CT scans. In terms of image quality, the geometric distortion of low-dose CT was 0.1 mm, which was the same as that of standard-dose CT. The spatial resolution of the images was 0.42-0.45 lp/mm, which was slightly better than that of standard-dose CT (0.40-0.44 lp/mm). The image uniformity was 98.4%- 99.0%, slightly worse than that of standard-dose CT (99.4%-99.5%), but still met the clinical requirements. The imaging dose was 2.96-4.62 mGy, significantly lower than that of standard-dose CT (9.71-26.68 mGy), especially for head CT protocol. In terms of dose calculation, the gamma passing rates were not lower than 98% for either the Catphan 604 phantom or the clinical cases. Conclusion: Low-dose CT can significantly reduce the imaging dose without a significant loss of image quality and can be directly used for dose calculation in radiation treatment planning, providing a safer and more effective image guidance method for IGRT.
引用
收藏
页数:7
相关论文
共 50 条
  • [41] Unbiased statistical image reconstruction in low-dose CT
    Hayes, John
    Zhang, Ran
    Zhang, Chengzhu
    Gomez-Cardona, Daniel
    Chen, Guang-Hong
    MEDICAL IMAGING 2019: PHYSICS OF MEDICAL IMAGING, 2019, 10948
  • [42] Low-Dose CT Denoising Using Pseudo-CT Image Pairs
    Won, Dongkyu
    Jung, Euijin
    An, Sion
    Chikontwe, Philip
    Park, Sang Hyun
    PREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2021, 2021, 12928 : 1 - 10
  • [43] Low-dose CT Reconstruction Assisted by a Global CT Image Manifold Prior
    Shen, Chenyang
    Ma, Guoyang
    Jia, Xun
    15TH INTERNATIONAL MEETING ON FULLY THREE-DIMENSIONAL IMAGE RECONSTRUCTION IN RADIOLOGY AND NUCLEAR MEDICINE, 2019, 11072
  • [44] Evaluation of positioning accuracy and planned versus delivered dose distributions for CT image-guided stereotactic spinal radiotherapy
    Shiu, A
    Chang, E
    Court, L
    Wang, C
    Lii, M
    MEDICAL PHYSICS, 2004, 31 (06) : 1825 - 1825
  • [45] Towards optimization of megavoltage cone-beam CT for image-guided radiotherapy
    Pang, G
    O'Brien, P
    Mei, X
    Tambasco, M
    Yeboah, C
    Beachey, D
    Rowlands, J
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2004, 60 (01): : S623 - S623
  • [46] Reproducibility of CT Ventilation Imaging Based On Breath-Hold CT Toward Functional Image-Guided Adaptive Radiotherapy for Lung
    Onozato, Y.
    Shiinoki, T.
    Hanazawa, H.
    Shibuya, K.
    MEDICAL PHYSICS, 2017, 44 (06) : 3114 - 3114
  • [47] Low-Dose Image-Guided Pediatric CNS Radiation Therapy: Final Analysis From a Prospective Low-Dose Cone-Beam CT Protocol From a Multinational Pediatrics Consortium
    Alcorn, Sara R.
    Zhou, Xian Chiong
    Bojechko, Casey
    Rubo, Rodrigo A.
    Chen, Michael J.
    Dieckmann, Karin
    Ermoian, Ralph P.
    Ford, Eric C.
    Kobyzeva, Daria
    MacDonald, Shannon M.
    McNutt, Todd R.
    Nechesnyuk, Alexey
    Nilsson, Kristina
    Sjostrand, Hakan
    Smith, Koren S.
    Stock, Markus
    Tryggestad, Erik J.
    Villar, Rosangela C.
    Winey, Brian A.
    Terezakis, Stephanie A.
    TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2020, 19
  • [48] GDAFormer: Gradient-guided Dual Attention Transformer for Low-Dose CT image denoising
    Jiang, Guowei
    Luo, Ting
    Xu, Haiyong
    Nie, Sheng
    Song, Yang
    He, Zhouyan
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 94
  • [49] Assessment of Knowledge-Based Plan Optimization for a Clinical PET/CT-LINAC
    Zhong, W.
    Kuznetsova, S.
    Tressel, L.
    Kim, J. J.
    Chen, H.
    Park, H. S. M.
    Carlson, D. J.
    Chen, Z.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E210 - E211
  • [50] Low-dose CT image restoration based on noise prior regression network
    Yan Jin
    Zhiwei Jiang
    Mengjia Huang
    Zhizhong Xue
    The Visual Computer, 2023, 39 : 459 - 471