1. Diffeomorphic Shape Matching by Operator Splitting in 3D Cardiology Imaging
- Author
-
Peng Zhang, K. Carlos El-Tallawi, Robert Azencott, Andreas Mang, William A. Zoghbi, and Jiwen He
- Subjects
medicine.medical_specialty ,Control and Optimization ,Matching (graph theory) ,0211 other engineering and technologies ,010103 numerical & computational mathematics ,02 engineering and technology ,Management Science and Operations Research ,Nonlinear control ,Space (mathematics) ,01 natural sciences ,Operator splitting ,Internal medicine ,FOS: Mathematics ,medicine ,0101 mathematics ,Mathematics - Optimization and Control ,Mathematics ,ComputingMethodologies_COMPUTERGRAPHICS ,021103 operations research ,Applied Mathematics ,65K10 49M29 34H05 76D55 ,Computational anatomy ,Optimization and Control (math.OC) ,Theory of computation ,Cardiology ,Diffeomorphism ,Calculus of variations - Abstract
We develop an operator splitting approach to solve diffeomorphic matching problems for sequences of surfaces in three-dimensional space. The goal is to smoothly match, at a very fast rate, finite sequences of observed 3D-snapshots extracted from movies recording the smooth dynamic deformations of "soft" surfaces. We have implemented our algorithms in a proprietary software installed at The Methodist Hospital (Cardiology) to monitor mitral valve strain through computer analysis of noninvasive patients' echocardiographies., 18 pages; 8 figures
- Published
- 2020