DocumentCode
3544720
Title
Precise Global Shape Analysis for Left Ventricle Function Assessment
Author
Saputro, Adhi Harmoko ; Mustafa, Mohd Marzuki ; Hussain, Aini ; Maskon, Oteh ; Nor, Ika Faizura Mohd
Author_Institution
Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
fYear
2012
fDate
8-10 Feb. 2012
Firstpage
343
Lastpage
347
Abstract
The left ventricular (LV) shape alteration is believed that has close correlation with cardiac disease and LV regional function. In this paper, we propose a set of procedure to evaluate LV shape deformation quantitatively and precisely. The LV myocardial shape of first cardiac cycle (end diastole) is reconstructed using a set of control points manually by expert and then tracked to last cardiac cycle (end systole) using accurate motion estimation. A new global shape parameter is extracted based on the alteration of both of shape in end diastole and end systole. This parameter is a spatial geometry variable on the apical segment of human cardiac. The normal subject and patient data are used to evaluate this procedure. Comparison of the parameter of the global shape analysis on both cases shows a promise result as a new approach to evaluate the regional LV function and such cardiac pathologies.
Keywords
cardiology; diseases; feature extraction; medical image processing; motion estimation; LV myocardial shape; LV regional function; LV shape alteration; LV shape deformation; cardiac disease; cardiac pathology; end diastole; end systole; global shape analysis; global shape parameter extraction; left ventricle function assessment; motion estimation; spatial geometry parameter; Echocardiography; Geometry; Image segmentation; Indexes; Motion segmentation; Myocardium; Shape; component; geometry; left ventricle; myocardial boundary; shape deformation;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems, Modelling and Simulation (ISMS), 2012 Third International Conference on
Conference_Location
Kota Kinabalu
Print_ISBN
978-1-4673-0886-1
Type
conf
DOI
10.1109/ISMS.2012.126
Filename
6169726
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