Title :
Endocardial motion estimation from electro-anatomical data
Author :
Porras, A.R. ; Piella, G. ; Hoogendoorn, C. ; Andreu, D. ; Berruezo, A. ; Frangi, A.F.
Author_Institution :
CISTIB, Univ. Pompeu Fabra, Barcelona, Spain
Abstract :
An accurate scar characterization plays an essential role for the treatment of ventricular tachycardia in patients with ischemic cardiomyopathy. Cardiac ablation based on electrical information is a widely used procedure to fix ventricular tachycardia. However, intra-operative scar characterization may be improved using mechanical information together with the electrical data. We propose in this paper a method to reconstruct the endocardial motion intra-operatively by exploiting both information from an electro-anatomical mapping system and the heart anatomy segmented from any pre-operative 3D imaging modality, using a bilinear statistical atlas to approximate motion in the areas where no information is provided. We applied the proposed methodology to four patients with ischemic cardiomyopathy. The results showed abnormal strain curves in presence of scar, which was defined using contrast-enhanced magnetic resonance images.
Keywords :
bioelectric potentials; biomedical MRI; diseases; electrocardiography; image enhancement; image segmentation; medical image processing; motion estimation; muscle; patient treatment; statistical analysis; abnormal strain curves; accurate scar characterization; bilinear statistical atlas; cardiac ablation; contrast-enhanced magnetic resonance imaging; electrical information; electroanatomical mapping system; endocardial motion estimation; heart anatomy segmentation; intraoperative scar characterization; ischemic cardiomyopathy; mechanical information; patient treatment; preoperative 3D imaging modality; ventricular tachycardia; Heart; Image segmentation; Motion segmentation; Myocardium; Shape; Strain; Vectors;
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-1857-1
DOI :
10.1109/ISBI.2012.6235539