Title :
An automated evaluation of regional left ventricular function on cine magnetic resonance images
Author :
El Berbari, R. ; Kachenoura, N. ; Redheuil, Alban ; Herment, A. ; Bloch, I. ; Mousseaux, E. ; Frouin, F.
Author_Institution :
LIF, INSERM, Paris
Abstract :
Routine evaluation of the regional ventricular function in cardiac magnetic resonance (CMR) remains mostly based on visual analysis of cine loops and subsequent interobserver variability remains a potential drawback for diagnosis and follow-up of coronary artery disease (CAD). In this paper we propose a method that ensures automated assessment of normalized mean contraction times and radial endocardial velocities from MR cine images, by combining a parametric imaging analysis to an automatic segmentation method of the left ventricle. Short-axis cine loops were obtained in 20 subjects (10 myocardial infarction (MI) and 10 control). Reference segmental wall motion was scored by an expert according to 4 classes (normokinesia, hypokinesia, akinesia and dyskinesia). Results showed increased values for normalized mean contraction times and decreased values for the radial velocity in segments with wall motion abnormalities (WMA) compared to segments with normal function. These functional parameters could help to detect regional WMA.
Keywords :
biomedical MRI; cardiology; diseases; image segmentation; medical image processing; akinesia; automatic segmentation method; cardiac magnetic resonance; cine magnetic resonance images; coronary artery disease; dyskinesia; expert according; hypokinesia; interobserver variability; myocardial infarction; normalized mean contraction times; normokinesia; parametric imaging analysis; radial endocardial velocity; regional left ventricular function; segmental wall motion; visual analysis; wall motion abnormality; Automatic control; Cardiology; Coronary arteriosclerosis; Image analysis; Image segmentation; Magnetic resonance; Muscles; Myocardium; Parameter estimation; Telecommunications;
Conference_Titel :
Computers in Cardiology, 2008
Conference_Location :
Bologna
Print_ISBN :
978-1-4244-3706-1
DOI :
10.1109/CIC.2008.4749157