Region-of-interest image reconstruction with intensity weighting in circular cone-beam CT for image-guided radiation therapy

被引:34
作者
Cho, Seungryong [1 ,2 ]
Pearson, Erik [2 ]
Pelizzari, Charles A. [2 ]
Pan, Xiaochuan [1 ]
机构
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Radiat & Cellular Oncol, Chicago, IL 60637 USA
基金
美国国家卫生研究院;
关键词
backpropagation; computerised tomography; dosimetry; image reconstruction; medical image processing; radiation therapy; ROI COMPUTED-TOMOGRAPHY; RADIOTHERAPY; FEASIBILITY; ALGORITHMS; REDUCTION; ARTIFACTS; LINES; FIELD; VIEW;
D O I
10.1118/1.3085825
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Imaging plays a vital role in radiation therapy and with recent advances in technology considerable emphasis has been placed on cone-beam CT (CBCT). Attaching a kV x-ray source and a flat panel detector directly to the linear accelerator gantry has enabled progress in target localization techniques, which can include daily CBCT setup scans for some treatments. However, with an increasing number of CT scans there is also an increasing concern for patient exposure. An intensity-weighted region-of-interest (IWROI) technique, which has the potential to greatly reduce CBCT dose, in conjunction with the chord-based backprojection-filtration (BPF) reconstruction algorithm, has been developed and its feasibility in clinical use is demonstrated in this article. A nonuniform filter is placed in the x-ray beam to create regions of two different beam intensities. In this manner, regions outside the target area can be given a reduced dose but still visualized with a lower contrast to noise ratio. Image artifacts due to transverse data truncation, which would have occurred in conventional reconstruction algorithms, are avoided and image noise levels of the low- and high-intensity regions are well controlled by use of the chord-based BPF reconstruction algorithm. The proposed IWROI technique can play an important role in image-guided radiation therapy.
引用
收藏
页码:1184 / 1192
页数:9
相关论文
共 28 条
  • [1] Imaging and alignment for image-guided radiation therapy
    Balter, James M.
    Kessler, Marc L.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2007, 25 (08) : 931 - 937
  • [2] Feasibility of volume-of-interest (VOI) scanning technique in cone beam breast CT - a preliminary study
    Chen, Lingyun
    Shaw, Chris C.
    Altunbas, Mustafa C.
    Lai, Chao-Jen
    Liu, Xinming
    Han, Tao
    Wang, Tianpeng
    Yang, Wei T.
    Whitman, Gary J.
    [J]. MEDICAL PHYSICS, 2008, 35 (08) : 3482 - 3490
  • [3] Region of interest (ROI) computed tomography (CT): Comparison with full field of view (FFOV) and truncated CT for a human head phantom
    Chityala, R
    Hoffmann, KR
    Rudin, S
    Bednarek, DR
    [J]. Medical Imaging 2005: Physics of Medical Imaging, Pts 1 and 2, 2005, 5745 : 583 - 590
  • [4] Region of interest (ROI) computed tomography
    Chityala, R
    Hoffmann, KR
    Bednarek, DR
    Rudin, S
    [J]. MEDICAL IMAGING 2004: PHYSICS OF MEDICAL IMAGING, PTS 1 AND 2, 2004, 5368 : 534 - 541
  • [5] A preliminary investigation of using prior information for potentially improving image reconstruction in few-view CT
    Cho, Seungryong
    Sidky, Emil Y.
    Bian, Junguo
    Pelizzari, Charles A.
    Pan, Xiaochuan
    [J]. MEDICAL IMAGING 2008: PHYSICS OF MEDICAL IMAGING, PTS 1-3, 2008, 6913
  • [6] Region-of-interest image reconstruction in circular cone-beam microCT
    Cho, Seungryong
    Bian, Junguo
    Pelizzari, Charles A.
    Chen, Chin-Tu
    He, Tong-Chuan
    Pan, Xiaochuan
    [J]. MEDICAL PHYSICS, 2007, 34 (12) : 4923 - 4933
  • [7] Characteristics of kilovoltage x-ray beams used for cone-beam computed tomography in radiation therapy
    Ding, George X.
    Duggan, Dennis M.
    Coffey, Charles W.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (06) : 1595 - 1615
  • [8] Local tomography .2.
    Faridani, A
    Finch, DV
    Ritman, EL
    Smith, KT
    [J]. SIAM JOURNAL ON APPLIED MATHEMATICS, 1997, 57 (04) : 1095 - 1127
  • [9] PRACTICAL CONE-BEAM ALGORITHM
    FELDKAMP, LA
    DAVIS, LC
    KRESS, JW
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1984, 1 (06): : 612 - 619
  • [10] HAN X, 2008, IEEE NUCL SCI S MED