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
Link To Document :
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