Title :
Point-tracked quantitative analysis of left ventricular surface motion from 3-D image sequences
Author :
Shi, Pengcheng ; Sinusas, Albert J. ; Constable, R. Todd ; Ritman, Erik ; Duncan, James S.
Author_Institution :
Hong Kong Univ. of Sci. & Technol., Hong Kong
Abstract :
Proposes and validates the hypothesis that one can use differential shape properties of the myocardial surfaces to recover dense field motion from standard three-dimensional (3-D) image sequences (MRI and CT). Quantitative measures of left ventricular regional function can be further inferred from the point correspondence maps. The noninvasive, algorithm-derived results are validated on two levels. First, the motion trajectories are compared to those of implanted imaging-opaque markers of a canine model in two imaging modalities, where subpixel accuracy is achieved. Second, the validity of using motion parameters (path length and thickness changes) for detecting myocardial injury area is tested by comparing algorithms derived results to postmortem analysis TTC staining of myocardial tissue, where the achieved Pearson product-moment correlation value is 0.968.
Keywords :
biomechanics; biomedical MRI; computerised tomography; image motion analysis; image sequences; medical image processing; 3-D image sequences; CT; MRI; Pearson product-moment correlation value; canine model; imaging modalities; implanted imaging-opaque markers; left ventricular regional function; left ventricular surface motion; medical diagnostic imaging; motion parameters; motion trajectories; myocardial injury area; myocardial tissue; noninvasive algorithm-derived results; path length; point correspondence maps; point-tracked quantitative analysis; postmortem analysis TTC staining; subpixel accuracy; thickness changes; Computed tomography; Image analysis; Image motion analysis; Image sequence analysis; Image sequences; Magnetic resonance imaging; Motion analysis; Motion detection; Myocardium; Shape; Algorithms; Animals; Computer Graphics; Computer Simulation; Dogs; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Myocardial Contraction; Myocardial Infarction; Reference Values; Sensitivity and Specificity; Tomography, X-Ray Computed; Ventricular Function, Left;
Journal_Title :
Medical Imaging, IEEE Transactions on