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
  • [31] An efficient low-dose CT reconstruction technique using partial derivatives based guided image filter
    Pathak, Yadunath
    Arya, K. V.
    Tiwari, Shailendra
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (11) : 14733 - 14752
  • [32] Investigation of the radiation dose from cone-beam CT for image-guided radiotherapy: A comparison of methodologies
    Buckley, Jarryd G.
    Wilkinson, Dean
    Malaroda, Alessandra
    Metcalfe, Peter
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2018, 19 (01): : 174 - 183
  • [33] Dose calculation with a cone beam CT image in image-guided radiation therapy
    Usui K.
    Ichimaru Y.
    Okumura Y.
    Murakami K.
    Seo M.
    Kunieda E.
    Ogawa K.
    Radiological Physics and Technology, 2013, 6 (1) : 107 - 114
  • [34] A novel dose-based positioning method for CT image-guided proton therapy
    Cheung, Joey P.
    Park, Peter C.
    Court, Laurence E.
    Zhu, X. Ronald
    Kudchadker, Rajat J.
    Frank, Steven J.
    Dong, Lei
    MEDICAL PHYSICS, 2013, 40 (05)
  • [35] Evaluation of dose and image in low-dose SPECT-CT
    Iimori, T.
    Fujibuchi, T.
    Sato, H.
    Sawada, K.
    Kasahara, T.
    Abe, Y.
    Yamagishi, Y.
    Ishii, T.
    Kato, H.
    Yanagawa, N.
    Kikawa, T.
    Uchida, Y.
    Itou, H.
    Kuwabara, Y.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2010, 37 : S487 - S487
  • [36] LOW-DOSE IN CT
    ZAKLAD, H
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1978, 2 (02) : 237 - 237
  • [37] Separation-based model for low-dose CT image denoising
    Chen, Wenbin
    Bai, Junjie
    Gu, Xiaohua
    Li, Yuyan
    Shao, Yanling
    Zhang, Quan
    Liu, Yi
    Liu, Yanli
    Gui, Zhiguo
    JOURNAL OF ENGINEERING-JOE, 2020, 2020 (12): : 1198 - 1208
  • [38] Application of deep learning image reconstruction in low-dose chest CT scan
    Wang, Huang
    Li, Lu-Lu
    Shang, Jin
    Song, Jian
    Liu, Bin
    BRITISH JOURNAL OF RADIOLOGY, 2022, 95 (1133):
  • [39] Patient-based low dose cone beam CT acquisition settings for prostate image-guided radiotherapy treatments on a Varian TrueBeam linear accelerator
    Piliero, Maria Antonietta
    Casiraghi, Margherita
    Bosetti, Davide Giovanni
    Cima, Simona
    Deantonio, Letizia
    Leva, Stefano
    Martucci, Francesco
    Tettamanti, Marino
    Pupillo, Francesco
    Bellesi, Luca
    Richetti, Antonella
    Presilla, Stefano
    BRITISH JOURNAL OF RADIOLOGY, 2020, 93 (1115):
  • [40] OPTIMAL 4D-CT BASED IMAGE-GUIDED RADIOTHERAPY IN LUNG CANCER APPLICATIONS
    Gaede, Stewart
    Peat, Emily
    Yaremko, Brian
    Dar, Rashid
    Yu, Edward
    Palma, David
    Rodrigues, George
    JOURNAL OF THORACIC ONCOLOGY, 2011, 6 (06) : S795 - S796