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  • [Med Phys] Analytic image reconstruction from partial data for a single-scan cone-beam CT with scatter correction

    2015년 12월호
    [Med Phys] Analytic image reconstruction from partial data for a single-scan cone-beam CT with scatter correction

    KAIST / 민종환, 조승룡*

  • 출처
    Med Phys
  • 등재일
    2015 Nov
  • 저널이슈번호
    42(11):6625. doi: 10.1118/1.4933423.
  • 내용

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    Abstract

    PURPOSE:

    A beam-blocker composed of multiple strips is a useful gadget for scatter correction and/or for dose reduction in cone-beam CT (CBCT). However, the use of such a beam-blocker would yield cone-beam data that can be challenging for accurate image reconstruction from a single scan in the filtered-backprojection framework. The focus of the work was to develop an analytic image reconstruction method for CBCT that can be directly applied to partially blocked cone-beam data in conjunction with the scatter correction.

    METHODS:
    The authors developed a rebinned backprojection-filteration (BPF) algorithm for reconstructing images from the partially blocked cone-beam data in a circular scan. The authors also proposed a beam-blocking geometry considering data redundancy such that an efficient scatter estimate can be acquired and sufficient data for BPF image reconstruction can be secured at the same time from a single scan without using any blocker motion. Additionally, scatter correction method and noise reduction scheme have been developed. The authors have performed both simulation and experimental studies to validate the rebinned BPF algorithm for image reconstruction from partially blocked cone-beam data. Quantitative evaluations of the reconstructed image quality were performed in the experimental studies.

    RESULTS:
    The simulation study revealed that the developed reconstruction algorithm successfully reconstructs the images from the partial cone-beam data. In the experimental study, the proposed method effectively corrected for the scatter in each projection and reconstructed scatter-corrected images from a single scan. Reduction of cupping artifacts and an enhancement of the image contrast have been demonstrated. The image contrast has increased by a factor of about 2, and the image accuracy in terms of root-mean-square-error with respect to the fan-beam CT image has increased by more than 30%.

    CONCLUSIONS:
    The authors have successfully demonstrated that the proposed scanning method and image reconstruction algorithm can effectively estimate the scatter in cone-beam projections and produce tomographic images of nearly scatter-free quality. The authors believe that the proposed method would provide a fast and efficient CBCT scanning option to various applications particularly including head-and-neck scan.​

     

    Author information

    Min J1, Pua R1, Kim I2, Han B2, Cho S1.
    1Department of Nuclear and Quantum Engineering, Korea Advanced Institute of Science and Technology (KAIST), 291 Daehak-ro, Yuseong-gu, Daejeon 305-701, South Korea.
    2EB Tech, Co., Ltd., 550 Yongsan-dong, Yuseong-gu, Daejeon 305-500, South Korea.

     

  • 연구소개
    Cone-Beam CT에서 산란은 영상품질을 저해하는 중요한 문제로 인식되고 있습니다. 본 연구에서는 이러한 문제를 해결하기 위해 Beam-blocker를 이용하여 단일 촬영만으로 산란 보정과 영상재구성을 수행할 수 있는 방법을 제안하였습니다. 이를 위하여 영상재구성에 필수적인 데이터만을 취득할 수 있도록 Beam-blocker 설계 방식을 제시하였고, 영상재구성 알고리즘으로써 rBPF(rebinned BPF)방식을 개발하였습니다. [그림 1]에서와 같이 제안된 방법을 이용할 경우, 기존 영상보다 이미지 품질이 향상된 영상을 획득 할 수 있었습니다. 앞으로 산란보정과 저선량 기법으로 활용 되어질 것으로 기대하고 있습니다.
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