DocumentCode
879820
Title
A Comprehensive Approach to the Analysis of Contrast Enhanced Cardiac MR Images
Author
Hennemuth, Anja ; Seeger, Achim ; Friman, Ola ; Miller, Stephan ; Klumpp, Bernhard ; Oeltze, Steffen ; Peitgen, Heinz-Otto
Author_Institution
Center for Med. Image Comput., MeVis Res., Bremen
Volume
27
Issue
11
fYear
2008
Firstpage
1592
Lastpage
1610
Abstract
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.
Keywords
biomedical MRI; cardiology; medical image processing; patient diagnosis; MR image alignment; MR image combined analysis; MRI artifacts; contrast enhanced cardiac MRI analysis; coronary tree structure; infarction detection; magnetic resonance imaging; myocardial perfusion assessment; myocardium classification; reversible hypoperfusion; Arteries; Image analysis; Image resolution; Inspection; Magnetic analysis; Magnetic resonance imaging; Medical treatment; Myocardium; Protocols; Tree data structures; Cardiac magnetic resonance (MR); late enhancement; myocardial perfusion; Artifacts; Contrast Media; Coronary Angiography; Coronary Artery Disease; Coronary Circulation; Echocardiography, Stress; Gadolinium; Humans; Magnetic Resonance Imaging, Cine; Subtraction Technique;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/TMI.2008.2006512
Filename
4637847
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