A Comprehensive Approach to the Analysis of Contrast Enhanced Cardiac MR Images

被引:62
作者
Hennemuth, Anja [1 ]
Seeger, Achim [2 ]
Friman, Ola [1 ]
Miller, Stephan [2 ]
Klumpp, Bernhard [2 ]
Oeltze, Steffen [3 ]
Peitgen, Heinz-Otto [1 ]
机构
[1] MeVis Res, Ctr Med Image Comp, D-28359 Bremen, Germany
[2] Univ Tubingen Hosp, Dept Radiol, D-72076 Tubingen, Germany
[3] Otto Von Guericke Univ, Inst Simulat & Graph, D-39106 Magdeburg, Germany
关键词
Cardiac magnetic resonance (MR); late enhancement; myocardial perfusion;
D O I
10.1109/TMI.2008.2006512
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Current magnetic resonance imaging (MRI) technology allows the determination of patient-individual coronary tree structure, detection of infarctions, and assessment of myocardial perfusion. Joint inspection of these three aspects yields valuable information for therapy planning, e.g., through classification of myocardium into healthy tissue, regions showing a reversible hypoperfusion, and infarction with additional information on the corresponding supplying artery. Standard imaging protocols normally provide image data with different orientations, resolutions and coverages for each of the three aspects, which makes a direct comparison of analysis results difficult. The purpose of this work is to develop methods for the alignment and combined analysis of these images. The proposed approach is applied to 21 datasets of healthy and diseased patients from the clinical routine. The evaluation shows that, despite limitations due to typical MRI artifacts, combined inspection is feasible and can yield clinically useful information.
引用
收藏
页码:1592 / 1610
页数:19
相关论文
共 77 条
[41]   THE ISCHEMIC CASCADE - TEMPORAL SEQUENCE OF HEMODYNAMIC, ELECTROCARDIOGRAPHIC AND SYMPTOMATIC EXPRESSIONS OF ISCHEMIA [J].
NESTO, RW ;
KOWALCHUK, GJ .
AMERICAN JOURNAL OF CARDIOLOGY, 1987, 59 (07) :C23-C30
[42]  
Noble NMI, 2004, LECT NOTES COMPUT SC, V3217, P890
[43]   Semi-automatic segmentation of non-viable cardiac tissue using cine and delayed enhancement magnetic resonance images [J].
O'Donnell, T ;
Xu, N ;
Setser, R ;
White, RD .
MEDICAL IMAGING 2003: PHYSIOLOGY AND FUNCTION: METHODS, SYSTEMS, AND APPLICATIONS, 2003, 5031 :242-251
[44]   Correspondence between left ventricular 17 myocardial segments and coronary arteries [J].
Pereztol-Valdés, O ;
Candell-Riera, J ;
Santana-Boado, C ;
Angel, J ;
Aguadé-Bruix, S ;
Castell-Conesa, J ;
Garcia, EV ;
Soler-Soler, J .
EUROPEAN HEART JOURNAL, 2005, 26 (24) :2637-2643
[45]   Mutual-information-based registration of medical images: A survey [J].
Pluim, JPW ;
Maintz, JBA ;
Viergever, MA .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (08) :986-1004
[46]   Myocardial perfusion by first pass contrast magnetic resonance: a robust method for quantitative regional assessment of perfusion reserve index [J].
Positano, V ;
Pingitore, A ;
Scattini, B ;
Santarelli, MF ;
De Marchi, D ;
Favilli, B ;
Lombardi, M ;
Landini, L .
HEART, 2006, 92 (05) :689-690
[47]   A fast and effective method to assess myocardial necrosis by means of contrast magnetic resonance imaging [J].
Positano, V ;
Pingitore, A ;
Giorgetti, A ;
Favilli, B ;
Santarelli, MF ;
Landini, L ;
Marzullo, P ;
Lombardi, M .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2005, 7 (02) :487-494
[48]   Automatic characterization of myocardial perfusion in contrast enhanced MRI [J].
Positano, V ;
Santarelli, MF ;
Landini, L .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2003, 2003 (05) :413-421
[49]  
POSITANO V, 2003, P 30 ANN C COMP CARD, P629
[50]   Vessel extraction in medical images by wave-propagation and traceback [J].
Quek, FKH ;
Kirbas, C .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (02) :117-131