Title :
Interventional Endocardial Motion Estimation from Electroanatomical Mapping Data: Application to Scar Characterization
Author :
Porras, Antonio R. ; Piella, Gemma ; Berruezo, Antonio ; Hoogendoorn, Corne ; Andreu, David ; Fernandez-Armenta, Juan ; Sitges, M. ; Frangi, Alejandro F.
Author_Institution :
Center for Comput. Imaging & Simulation Technol. in Biomed., Univ. Pompeu Fabra, Barcelona, Spain
Abstract :
Scar presence and its characteristics play a fundamental role in several cardiac pathologies. To accurately define the extent and location of the scar is essential for a successful ventricular tachycardia ablation procedure. Nowadays, a set of widely accepted electrical voltage thresholds applied to local electrograms recorded are used intraoperatively to locate the scar. Information about cardiac mechanics could be considered to characterize tissues with different viability properties. We propose a novel method to estimate endocardial motion from data obtained with an electroanatomical mapping system together with the endocardial geometry segmented from preoperative 3-D magnetic resonance images, using a statistical atlas constructed with bilinear models. The method was validated using synthetic data generated from ultrasound images of nine volunteers and was then applied to seven ventricular tachycardia patients. Maximum bipolar voltages, commonly used to intraoperatively locate scar tissue, were compared to endocardial wall displacement and strain for all the patients. The results show that the proposed method allows endocardial motion and strain estimation and that areas with low-voltage electrograms also present low strain values.
Keywords :
biomechanics; biomedical MRI; deformation; electrocardiography; medical disorders; medical image processing; motion estimation; bilinear models; cardiac mechanics; cardiac pathologies; electrical voltage thresholds; electroanatomical mapping data; electroanatomical mapping system; endocardial geometry; endocardial strain estimation; interventional endocardial motion estimation; local electrograms; low voltage electrograms; maximum bipolar voltage; preoperative 3D magnetic resonance images; scar characterization; scar extent; scar location; scar presence; statistical atlas; synthetic data; ultrasound images; ventricular tachycardia ablation procedure; Catheters; Image reconstruction; Motion segmentation; Shape; Standards; Strain; Vectors; Cathter ablation; deformation estimation; electro-anatomical mapping data; scar characterization; ventricular tachycardia; Aged; Catheter Ablation; Cicatrix; Computer Simulation; Echocardiography; Electrocardiography; Endocardium; Humans; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Male; Middle Aged; Models, Cardiovascular; Reproducibility of Results; Signal Processing, Computer-Assisted; Tachycardia, Ventricular;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2012.2230327