Elastic registration method to compute deformation functions for mitral valve.
- Author:
Jinyu YANG
;
Wan ZHANG
;
Ran YIN
;
Yuxiao DENG
;
Yunfeng WEI
;
Junyi ZENG
;
Tong WEN
;
Lu DING
;
Xiaojian LIU
;
Yipeng LI
- Publication Type:Journal Article
- MeSH:
Algorithms;
Heart Valve Diseases;
diagnostic imaging;
Humans;
Likelihood Functions;
Mitral Valve;
diagnostic imaging;
pathology;
Patient Positioning;
Probability;
Ultrasonography
- From:
Journal of Biomedical Engineering
2014;31(5):1135-1138
- CountryChina
- Language:Chinese
-
Abstract:
Mitral valve disease is one of the most popular heart valve diseases. Precise positioning and displaying of the valve characteristics is necessary for the minimally invasive mitral valve repairing procedures. This paper presents a multi-resolution elastic registration method to compute the deformation functions constructed from cubic B-splines in three dimensional ultrasound images, in which the objective functional to be optimized was generated by maximum likelihood method based on the probabilistic distribution of the ultrasound speckle noise. The algorithm was then applied to register the mitral valve voxels. Numerical results proved the effectiveness of the algorithm.
