TY - JOUR
T1 - Three-dimensional cardiac electrical imaging from intracavity recordings
AU - He, Bin
AU - Liu, Chenguang
AU - Zhang, Yingchun
N1 - Funding Information:
Manuscript received April 14, 2006; revised November 15, 2006. This work was supported in part by the National Science Foundation (NSF) under Grant BES-0411480. Asterisk indicates corresponding author. *B. He is with the University of Minnesota, Department of Biomedical Engineering, 7-105 NHH, 312 Church Street SE, Minneapolis, MN 55455 USA (e-mail: [email protected]). C. Liu and Y. Zhang are with the University of Minnesota, Department of Biomedical Engineering, Minneapolis, MN 55455 USA. Color versions of one or more of the figures in this paper are available online at http://ieeexplore.ieee.org. Digital Object Identifier 10.1109/TBME.2007.891932
PY - 2007/8
Y1 - 2007/8
N2 - A novel approach is proposed to image 3-D cardiac electrical activity from intracavity electrical recordings with the aid of a catheter. The feasibility and performance were evaluated by computer simulation studies, where a 3-D cellular-automaton heart model and a finite-element thorax volume conductor model were utilized. The finite-element method (FEM) was used to simulate the intracavity recordings induced by a single-site and dual-site pacing protocol. The 3-D ventricular activation sequences as well as the locations of the initial activation sites were inversely estimated by minimizing the dissimilarity between the intracavity potential "measurements" and the model-generated intracavity potentials. Under single-site pacing, the relative error (RE) between the true and estimated activation sequences was 0.03 ± 0.01 and the localization error (LE) (of the initiation site) was 1.88±0.92 mm, as averaged over 12 pacing trials when considering 25 μV additive measurement noise using 64 catheter electrodes. Under dual-site pacing, the RE was 0.04±0.01 over 12 pacing trials and the LE over 24 initial pacing sites was 2.28±1.15 mm, when considering 25 μV additive measurement noise using 64 catheter electrodes. The proposed 3-D cardiac electrical imaging approach using intracavity electrical recordings was also tested under various simulated conditions and robust inverse solutions obtained. The present promising simulation results suggest the feasibility of obtaining 3-D information of cardiac electrical activity from intracavity recordings. The application of this inverse method has the potential of enhancing electrocardiographic mapping by catheters in electrophysiology laboratories, aiding cardiac resynchronization therapy, and other clinical applications.
AB - A novel approach is proposed to image 3-D cardiac electrical activity from intracavity electrical recordings with the aid of a catheter. The feasibility and performance were evaluated by computer simulation studies, where a 3-D cellular-automaton heart model and a finite-element thorax volume conductor model were utilized. The finite-element method (FEM) was used to simulate the intracavity recordings induced by a single-site and dual-site pacing protocol. The 3-D ventricular activation sequences as well as the locations of the initial activation sites were inversely estimated by minimizing the dissimilarity between the intracavity potential "measurements" and the model-generated intracavity potentials. Under single-site pacing, the relative error (RE) between the true and estimated activation sequences was 0.03 ± 0.01 and the localization error (LE) (of the initiation site) was 1.88±0.92 mm, as averaged over 12 pacing trials when considering 25 μV additive measurement noise using 64 catheter electrodes. Under dual-site pacing, the RE was 0.04±0.01 over 12 pacing trials and the LE over 24 initial pacing sites was 2.28±1.15 mm, when considering 25 μV additive measurement noise using 64 catheter electrodes. The proposed 3-D cardiac electrical imaging approach using intracavity electrical recordings was also tested under various simulated conditions and robust inverse solutions obtained. The present promising simulation results suggest the feasibility of obtaining 3-D information of cardiac electrical activity from intracavity recordings. The application of this inverse method has the potential of enhancing electrocardiographic mapping by catheters in electrophysiology laboratories, aiding cardiac resynchronization therapy, and other clinical applications.
KW - Cardiac electrical imaging
KW - Cardiac electrical tomography
KW - Catheter ablation
KW - Catheter mapping
KW - Electrocardiographic imaging
KW - Inverse problem
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U2 - 10.1109/TBME.2007.891932
DO - 10.1109/TBME.2007.891932
M3 - Article
C2 - 17694866
AN - SCOPUS:34447517406
SN - 0018-9294
VL - 54
SP - 1454
EP - 1460
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 8
ER -