Title :
Registration and fusion of segmented left atrium CT images with CARTO electrical maps for the ablative treatment of atrial fibrillation
Author :
Nollo, G. ; Cristoforetti, A. ; Faes, L. ; Centonze, M. ; Greco, M. Del ; Antolini, R. ; Ravelli, F.
Author_Institution :
Dept. of Phys., Trento Univ., Italy
Abstract :
This study aims to extract the interior surface of the left atrium (LA) and pulmonary veins (PVs) from three dimensional tomographic data and to integrate it with LA CARTO electrical maps. The separation of LA and PVs from other overlapping structures of the heart was performed processing 3D CT data by marker-controlled watershed segmentation and surface extraction. CARTO maps were then registered on the LA internal surface by a stochastic optimization algorithm based on simulated annealing. The residual registration error resulted inferior to 3 mm. The integration between electrophysiological and high resolved anatomic information of LA results feasible and may constitute a significant support for mechanism investigation and treatment of atrial fibrillation.
Keywords :
bioelectric phenomena; blood vessels; cardiovascular system; computerised tomography; diseases; image registration; image segmentation; medical image processing; stochastic processes; CT image fusion; LA CARTO electrical map; ablative treatment; atrial fibrillation treatment; electrophysiological information; high resolved anatomic information; image registration; marker-controlled watershed segmentation; pulmonary vein; residual registration error; segmented left atrium; simulated annealing; stochastic optimization algorithm; surface extraction; three dimensional tomographic data; Atrial fibrillation; Cardiology; Computed tomography; Data mining; Hospitals; Image reconstruction; Image segmentation; Navigation; Radio frequency; Spatial resolution;
Conference_Titel :
Computers in Cardiology, 2004
Print_ISBN :
0-7803-8927-1
DOI :
10.1109/CIC.2004.1442943