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  • 2017년 08월호
    [Radiology. ] Quantitative Evaluation of Atlas-based Attenuation Correction for Brain PET in an Integrated Time-of-Flight PET/MR Imaging System.

    University of California, San Francisco/ 양재원*

  • 출처
    Radiology.
  • 등재일
    2017 Jul
  • 저널이슈번호
    284(1):169-179. doi: 10.1148/radiol.2017161603. Epub 2017 Feb 23.
  • 내용

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    Abstract

    Purpose To assess the patient-dependent accuracy of atlas-based attenuation correction (ATAC) for brain positron emission tomography (PET) in an integrated time-of-flight (TOF) PET/magnetic resonance (MR) imaging system. Materials and Methods Thirty recruited patients provided informed consent in this institutional review board-approved study. All patients underwent whole-body fluorodeoxyglucose PET/computed tomography (CT) followed by TOF PET/MR imaging. With use of TOF PET data, PET images were reconstructed with four different attenuation correction (AC) methods: PET with patient CT-based AC (CTAC), PET with ATAC (air and bone from an atlas), PET with ATACpatientBone (air and tissue from the atlas with patient bone), and PET with ATACboneless (air and tissue from the atlas without bone). For quantitative evaluation, PET mean activity concentration values were measured in 14 1-mL volumes of interest (VOIs) distributed throughout the brain and statistical significance was tested with a paired t test. Results The mean overall difference (±standard deviation) of PET with ATAC compared with PET with CTAC was -0.69 kBq/mL ± 0.60 (-4.0% ± 3.2) (P < .001). The results were patient dependent (range, -9.3% to 0.57%) and VOI dependent (range, -5.9 to -2.2). In addition, when bone was not included for AC, the overall difference of PET with ATACboneless (-9.4% ± 3.7) was significantly worse than that of PET with ATAC (-4.0% ± 3.2) (P < .001). Finally, when patient bone was used for AC instead of atlas bone, the overall difference of PET with ATACpatientBone (-1.5% ± 1.5) improved over that of PET with ATAC (-4.0% ± 3.2) (P < .001). Conclusion ATAC in PET/MR imaging achieves similar quantification accuracy to that from CTAC by means of atlas-based bone compensation. However, patient-specific anatomic differences from the atlas causes bone attenuation differences and misclassified sinuses, which result in patient-dependent performance variation of ATAC.


    Author information

    Yang J1, Jian Y1, Jenkins N1, Behr SC1, Hope TA1, Larson PEZ1, Vigneron D1, Seo Y1.

    1From the Department of Radiology and Biomedical Imaging, UCSF Physics Research Laboratory, University of California, San Francisco, 185 Berry St, Suite 350, San Francisco, CA 94143-0946 (J.Y., N.J., S.C.B., T.A.H., P.E.Z.L., D.V., Y.S.); GE Healthcare, Waukesha, Wis (Y.J.); and Department of Radiology, San Francisco VA Medical Center, San Francisco, Calif (T.A.H.).

     

     

  • 연구소개
    본 논문은 PET/MRI 에 관련하여 가장 중요한 연구 주제 중 하나인MRI 를 이용한 감쇠보정 방법에 대한 것입니다. 현재GE SIGNA PETMR 에서 감쇠보정을 위한 기본 프로토콜은 CT template (Atlas) 을 환자의 MR 영상에 접합하는 방식입니다. 그러나 환자의MR 영상과Atlas의 해부학적 차이 때문에 발생하는 부정확한 영상접합으로 인하여, 감쇠영상의 신뢰도와PET의 정량평가에 대한 의문이 존재하는 것이 사실입니다. 그리하여 본 논문에서는 환자의CT 영상을 기준으로 하여, MR 영상과Atlas를 이용하는 감쇠영상의 정확성과PET 영상에 미치는 영향을 정량적으로 측정하습니다. 특히 감쇠가 가장 많이 일어하는 두개골의 위치와 밀도가 감쇠영상에서 정확하지 않을 때, PET의 정량평가에 어떤 영향을 미치는지 분석하였습니다. 그리고 이 문제를 해결하기 위한 방법에 대하여 논의하였습니다. 또한 time-of-flight PET 정보가 감쇠영상의 부정확성을 상쇄할 수 있는 지도 분석하였습니다. 이 연구를 통하여, PET/MRI를 이용한 뇌영상 연구의 신뢰도 향상과 향후 연구방향에 도움이 되기를 기대합니다.
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