Feasibility of voxel-based statistical analysis method for myocardial PET

被引:0
|
作者
Yu, A. Ram [1 ]
Kim, Jin Su [1 ]
Paik, Chang H. [2 ]
Kim, Kyeong Min [1 ]
Lim, Sang Moo [1 ]
机构
[1] Korea Inst Radiol & Med Sci, Mol Imaging Res Ctr, Seoul, South Korea
[2] NIH, Radiopharmaceut Lab, Div Nucl Med, Ctr Clin, Bethesda, MD USA
来源
关键词
Gamma camera; SPECT; PET PET/CT; coronary CT angiography (CTA); Analysis and statistical methods; Data processing methods; POSITRON-EMISSION-TOMOGRAPHY; SMALL-ANIMAL PET; COMPENSATION;
D O I
10.1088/1748-0221/9/09/P09005
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Although statistical parametric mapping (SPM) analysis is widely used in neuroimaging studies, to our best knowledge, there was no application to myocardial PET data analysis. In this study, we developed the voxel based statistical analysis method for myocardial PET which provides statistical comparison results between groups in image space. PET Emission data of normal and myocardial infarction rats were acquired For the SPM analysis, a rat heart template was created. In addition, individual PET data was spatially normalized and smoothed. Two sample t-tests were performed to identify the myocardial infarct region. This developed SPM method was compared with conventional ROI methods. Myocardial glucose metabolism was decreased in the lateral wall of the left ventricle. In the result of ROI analysis, the mean value of the lateral wall was 29% decreased. The newly developed SPM method for myocardial PET could provide quantitative information in myocardial PET study.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Development of voxel-based statistical analysis method for quantitative analysis of heart PET image
    Yu, A. Ram
    Kim, Jin Su
    Woo, Sang-Keun
    Kim, Kyeon Min
    Kim, Hee Joung
    Lim, Sang Moo
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2012, 53
  • [2] Implementation of statistical clustering for voxel-based kinetic analysis in PET
    Kimura, Y
    Noshi, Y
    Ishii, K
    Oda, K
    [J]. 2002 IEEE NUCLEAR SCIENCE SYMPOSIUM, CONFERENCE RECORD, VOLS 1-3, 2003, : 1322 - 1324
  • [3] Development of a voxel-based statistical analysis method for FP-CIT PET in a Parkinson's disease rat model
    Yu, A. Ram
    Kim, Jin Su
    Moon, Jisook
    Kim, Kyeong Min
    Kim, JongGuk
    Park, Ji-Ae
    Woo, Sang-Keun
    Kim, Hee Joung
    Lim, Sang Moo
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2011, 52
  • [4] A voxel-based method for the statistical analysis of gray and white matter density applied to schizophrenia
    Wright, IC
    McGuire, PK
    Poline, JB
    Travere, JM
    Murray, RM
    Frith, CD
    Frackowiak, RSJ
    Friston, KJ
    [J]. NEUROIMAGE, 1995, 2 (04) : 244 - 252
  • [5] An improved method for voxel-based partial volume correction in PET and SPECT
    Erlandsson, Kjell
    Wong, A. T.
    van Heertum, R.
    Mann, J. J.
    Parsey, R. V.
    [J]. NEUROIMAGE, 2006, 31 : T84 - T84
  • [6] Voxel-Based Statistical Analysis of Deformable Image Registration Error Via a Finite Element Method
    Li, S.
    Lu, M.
    Kim, J.
    Glide-Hurst, C.
    Chetty, I.
    Zhong, H.
    [J]. MEDICAL PHYSICS, 2012, 39 (06) : 3875 - 3875
  • [7] Intensity scaling of brain FDG PET scans: impact on voxel-based statistical testing
    Wenzel, F.
    Young, S.
    Thiele, F.
    Wilke, F.
    Buchert, R.
    [J]. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2010, 37 : S308 - S308
  • [8] Voxel-based statistical analysis of amyloid PET scans in the J-ADNI multi-center study
    Akamatsu, Go
    Ikari, Yasuhiko
    Ohnishi, Akihito
    Matsumoto, Keiichi
    Yamamoto, Yasuji
    Senda, Michio
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2017, 58
  • [9] Metabolic patterns in prion diseases: an FDG PET voxel-based analysis
    Elena Prieto
    Inés Domínguez-Prado
    Mario Riverol
    Sara Ortega-Cubero
    María Jesús Ribelles
    María Rosario Luquin
    Purificación de Castro
    Javier Arbizu
    [J]. European Journal of Nuclear Medicine and Molecular Imaging, 2015, 42 : 1522 - 1529
  • [10] Metabolic patterns in prion diseases: an FDG PET voxel-based analysis
    Prieto, Elena
    Dominguez-Prado, Ines
    Riverol, Mario
    Ortega-Cubero, Sara
    Jesus Ribelles, Maria
    Rosario Luquin, Maria
    de Castro, Purificacion
    Arbizu, Javier
    [J]. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2015, 42 (10) : 1522 - 1529