DocumentCode
996270
Title
Fast tracking of cardiac motion using 3D-HARP
Author
Pan, Li ; Prince, Jerry L. ; Lima, João A C ; Osman, Nael F.
Author_Institution
Dept. of Biomed. Eng., Johns Hopkins Sch. of Med., Baltimore, MD, USA
Volume
52
Issue
8
fYear
2005
Firstpage
1425
Lastpage
1435
Abstract
Magnetic resonance (MR) tagging is capable of accurate, noninvasive quantification of regional myocardial function. Routine clinical use, however, is hindered by cumbersome and time-consuming postprocessing procedures. We propose a fast, semiautomatic method for tracking three-dimensional (3-D) cardiac motion from a temporal sequence of short- and long-axis tagged MR images. The new method, called 3-D-HARmonic Phase (3D-HARP), extends the HARP approach, previously described for two-dimensional (2-D) tag analysis, to 3-D. A 3-D material mesh model is built to represent a collection of material points inside the left ventricle (LV) wall at a reference time. Harmonic phase, a material property that is time-invariant, is used to track the motion of the mesh through a cardiac cycle. Various motion-related functional properties of the myocardium, such as circumferential strain and left ventricular twist, are computed from the tracked mesh. The correlation analysis of 3D-HARP and FINDTAGS + Tag Strain(E) Analysis (TEA), which are well-established tag analysis techniques, shows that the regression coefficients of circumferential strain (ECC) and twist angle are r2=0.8605 and r2=0.8645, respectively. The total time required for tracking 3-D cardiac motion is approximately 10 min in a 9 timeframe tagged MRI dataset and has the potential to be much faster.
Keywords
biomedical MRI; cardiology; correlation methods; image motion analysis; image sequences; medical image processing; mesh generation; regression analysis; 3-D material mesh model; 3-D-harmonic phase; 3D-HARP; FINDTAGS; cardiac motion tracking; circumferential strain; image sequence; left ventricle wall; left ventricular twist; magnetic resonance tagging; regional myocardial function; tag strain analysis; Biomedical imaging; Biomedical measurements; Capacitive sensors; Cardiac disease; Medical diagnostic imaging; Myocardium; Resonance; Strain measurement; Tagging; Tracking; 3-D-HARmonic Phase (3D-HARP); Cardiac motion tracking; MR tagging; phase time-invariance; strain computation; Algorithms; Computer Simulation; Computer Systems; Contrast Media; Feasibility Studies; Heart Ventricles; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Models, Cardiovascular; Movement; Myocardial Contraction;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2005.851490
Filename
1463331
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