A practical approach for quantitative estimates of voxel-by-voxel liver perfusion using DCE imaging and a compartmental model

被引:10
|
作者
Cao, Yue [1 ]
Alspaugh, Jonathan
Shen, Zhou
Balter, James M.
Lawrence, Theodore S.
Ten Haken, Randall K.
机构
[1] Univ Michigan, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
关键词
liver perfusion; a single compartmental model; CT perfusion; linear least squares;
D O I
10.1118/1.2219773
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
Voxel-by-voxel estimation of liver perfusion using nonlinear least-squares fits of dynamic contrast enhanced computed tomography or magnetic resonance imaging data to a compartmental model is a computational expensive process. In this report, a "linear" least-squares method for estimation of liver perfusion is described. Simulated data and the data from an example case of a patient with intrahepatic cancer are presented. Compared to the nonlinear method, the new method can improve computational speed by a factor of similar to 400, which makes it practical for use in clinical trials. (C) 2006 American Association of Physicists in Medicine.
引用
收藏
页码:3057 / 3062
页数:6
相关论文
共 50 条
  • [31] A quantitative high resolution voxel-wise assessment of myocardial blood flow from contrast-enhanced first-pass magnetic resonance perfusion imaging: microsphere validation in a magnetic resonance compatible free beating explanted pig heart model
    Schuster, Andreas
    Sinclair, Matthew
    Zarinabad, Niloufar
    Ishida, Masaki
    van den Wijngaard, Jeroen P. H. M.
    Paul, Matthias
    van Horssen, Pepijn
    Hussain, Shazia T.
    Perera, Divaka
    Schaeffter, Tobias
    Spaan, Jos A. E.
    Siebes, Maria
    Nagel, Eike
    Chiribiri, Amedeo
    [J]. EUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING, 2015, 16 (10) : 1082 - 1092
  • [32] Assessment of Hemodynamics in a Rat Model of Liver Cirrhosis with Precancerous Lesions Using Multislice Spiral CT Perfusion Imaging
    Ma, Guolin
    Bai, Rongjie
    Jiang, Huijie
    Hao, Xuejia
    Ling, Zaisheng
    Li, Kefeng
    [J]. BIOMED RESEARCH INTERNATIONAL, 2013, 2013
  • [33] Efficient Sparsity-Based Algorithm for Parameter Estimation of the Tri-Exponential Intra Voxel Incoherent Motion (IVIM) Model: Application to Diffusion-Weighted MR Imaging in the Liver
    Liu, J.
    Gambarota, G.
    Shu, H.
    Jiang, L.
    Leporq, B.
    Beuf, O.
    Karfoul, A.
    [J]. 2017 IEEE 7TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING (CAMSAP), 2017,
  • [34] An attention-based deep learning model for predicting microvascular invasion of hepatocellular carcinoma using an intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging
    Zeng, Qingyuan
    Liu, Baoer
    Xu, Yikai
    Zhou, Wu
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (18):
  • [35] Pattern of cerebral perfusion in early de novo Parkinson's disease with mild cognitive impairment using voxel-based analysis of 3D arterial spin-labeling imaging
    Jin, L.
    Wang, J.
    Zhang, Y.
    Wang, C.
    He, T.
    [J]. MOVEMENT DISORDERS, 2020, 35 : S249 - S249
  • [36] Intraoperative Perfusion Assessment in Enhanced Reality Using Quantitative Optical Imaging: An Experimental Study in a Pancreatic Partial Ischemia Model
    Wakabayashi, Taiga
    Barberio, Manuel
    Urade, Takeshi
    Pop, Raoul
    Seyller, Emilie
    Pizzicannella, Margherita
    Mascagni, Pietro
    Charles, Anne-Laure
    Abe, Yuta
    Geny, Bernard
    Baiocchini, Andrea
    Kitagawa, Yuko
    Marescaux, Jacques
    Felli, Eric
    Diana, Michele
    [J]. DIAGNOSTICS, 2021, 11 (01)
  • [37] Quantitative characterization of liver fibrosis in a mouse model of infection by Schistosoma mansoni using molecular MR imaging
    Ferreira, Diego dos Santos
    Arora, Gunisha
    Gieseck, Richard
    Rotile, Nicholas
    Waghorn, Philip
    Jones, Chloe
    Chen, Yinching I.
    Looby, Kailyn
    Wynn, Thomas A.
    Caravan, Peter
    Fuchs, Bryan C.
    [J]. HEPATOLOGY, 2017, 66 : 342A - 342A
  • [38] Quantitative Imaging: Quantification of Liver Shape on CT Using the Statistical Shape Model to Evaluate Hepatic Fibrosis
    Hori, Masatoshi
    Okada, Toshiyuki
    Higashiura, Keisuke
    Sato, Yoshinobu
    Chen, Yen-Wei
    Kim, Tonsok
    Onishi, Hiromitsu
    Eguchi, Hidetoshi
    Nagano, Hiroaki
    Umeshita, Koji
    Wakasa, Kenichi
    Tomiyama, Noriyuki
    [J]. ACADEMIC RADIOLOGY, 2015, 22 (03) : 303 - 309
  • [39] Self-calibration methods for voxel-based dosimetry using 90Y Bremsstrahlung SPECT/CT imaging following selective internal radiation therapy (SIRT) of liver tumors
    Georgiou, Mike
    Witte, Megan
    Studenski, Matthew
    Portelance, Lorraine
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2021, 62
  • [40] Different patterns of cortical and subcortical perfusion changes in essential tremor and tremor-dominant Parkinson's disease using voxel-based analysis of 3D arterial spin-labeling imaging
    Jin, L.
    Wang, J.
    Wang, C.
    [J]. MOVEMENT DISORDERS, 2019, 34 : S578 - S578