Simultaneous Image Reconstruction and Element Decomposition for Iodine Contrast Agent Visualization in Multienergy Element-Resolved Cone Beam CT

被引:2
|
作者
Wang, Chao [1 ,2 ]
Jung, Hyunuk [1 ,2 ]
Yang, Ming [2 ]
Shen, Chenyang [1 ,2 ]
Jia, Xun [1 ,2 ]
机构
[1] Univ Texas Southwestern Med Ctr Dallas, Dept Radiat Oncol, Innovat Technol Radiotherapy Computat & Hardware, Dallas, TX 75390 USA
[2] Univ Texas Southwestern Med Ctr Dallas, Dept Radiat Oncol, Dallas, TX 75390 USA
来源
FRONTIERS IN ONCOLOGY | 2022年 / 12卷
基金
美国国家卫生研究院;
关键词
cone beam CT; radiotherapy; image guidance; liver cancer; multienergy cone beam CT; element decomposition; MONTE-CARLO SIMULATIONS; HEPATOCELLULAR-CARCINOMA; COMPUTED-TOMOGRAPHY; SCATTER CORRECTION; RADIOTHERAPY;
D O I
10.3389/fonc.2022.827136
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Iodine contrast agent is widely used in liver cancer radiotherapy at CT simulation stage to enhance detectability of tumor. However, its application in cone beam CT (CBCT) for image guidance before treatment delivery is still limited because of poor image quality and excessive dose of contrast agent during multiple treatment fractions. We previously developed a multienergy element-resolved (MEER) CBCT framework that included x-ray projection data acquisition on a conventional CBCT platform in a kVp-switching model and a dictionary-based image reconstruction algorithm that simultaneously reconstructed x-ray attenuation images at each kilovoltage peak (kVp), an electron density image, and elemental composition images. In this study, we investigated feasibility using MEER-CBCT for low-concentration iodine contrast agent visualization. We performed simulation and experimental studies using a phantom with inserts containing water and different concentrations of iodine solution and the MEER-CBCT scan with 600 projections in a full gantry rotation, in which the kVp level sequentially changed among 80, 100, and 120 kVps. We included iodine material in the dictionary of the reconstruction algorithm. We analyzed iodine detectability as quantified by contrast-to-noise ratio (CNR) and compared results with those of CBCT images reconstructed by the standard filter back projection (FBP) method with 600 projections. MEER-CBCT achieved similar contrast enhancement as FBP method but significantly higher CNR. At 2.5% iodine solution concentration, FBP method achieved 170 HU enhancement and CNR of 2.0, considered the standard CNR for successful tumor visualization. MEER-CBCT achieved the same CNR but at ~6.3 times lower iodine concentration of 0.4%.
引用
收藏
页数:11
相关论文
共 6 条
  • [1] Multienergy element-resolved cone beam CT (MEER-CBCT) realized on a conventional CBCT platform
    Shen, Chenyang
    Li, Bin
    Lou, Yifei
    Yang, Ming
    Zhou, Linghong
    Jia, Xun
    MEDICAL PHYSICS, 2018, 45 (10) : 4461 - 4470
  • [2] Improving dose calculation accuracy in preclinical radiation experiments using multi-energy element resolved cone-beam CT
    Huang, Yanqi
    Hu, Xiaoyu
    Zhong, Yuncheng
    Lai, Youfang
    Shen, Chenyang
    Jia, Xun
    PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (24)
  • [3] Simultaneous motion estimation and image reconstruction (SMEIR) for 4D cone-beam CT
    Wang, Jing
    Gu, Xuejun
    MEDICAL PHYSICS, 2013, 40 (10)
  • [4] Simultaneous Motion Estimation and Image Reconstruction (SMEIR) for 4D Cone-beam CT
    Wang, Jing
    Gu, Xuejun
    MEDICAL IMAGING 2014: PHYSICS OF MEDICAL IMAGING, 2014, 9033
  • [5] Simultaneous Motion Estimation and Image Reconstruction (SMEIR) for 4D Cone-beam CT
    Wang, Jing
    Gu, Xuejun
    2013 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2013,
  • [6] Time-resolved cardiac interventional cone-beam CT reconstruction from fully truncated projections using the prior image constrained compressed sensing (PICCS) algorithm
    Lauzier, Pascal Theriault
    Tang, Jie
    Chen, Guang-Hong
    PHYSICS IN MEDICINE AND BIOLOGY, 2012, 57 (09) : 2461 - 2476