DocumentCode
2369902
Title
Alternative generalized eigensystem vectors which minimize the epicardial surface Laplacian for a given area-weighted amplitude
Author
Olson, LG ; Throne, RD
Author_Institution
Dept. of Mech. Eng., Nebraska Univ., Lincoln, NE, USA
fYear
1998
fDate
13-16 Sep 1998
Firstpage
685
Lastpage
688
Abstract
The authors have previously presented the generalized eigensystem (GES) approach as an alternative to zero, first, and second order Tikhonov regularization methods for the ill-conditioned inverse problem of electrocardiography. The results from the GES methods were generally superior to those of Tikhonov regularization although first- and second-order Tikhonov regularization, which penalize the epicardial surface gradient and surface Laplacian, performed well. In this study, the authors test GESL expansion vectors which minimize the epicardial surface gradient and surface Laplacian for a given area-weighted epicardial amplitude. Results from experimental data indicate that, although these new GESL vectors perform better than zero-order Tikhonov regularization, they do not perform as well as the original GES vectors
Keywords
Laplace transforms; electrocardiography; inverse problems; medical signal processing; minimisation; physiological models; vectors; alternative generalized eigensystem vectors; area-weighted epicardial amplitude; electrodiagnostics; epicardial surface Laplacian minimization; epicardial surface gradient; ill-conditioned ECG inverse problem; second order Tikhonov regularization methods; surface Laplacian; Computer errors; Electric potential; Electrodes; Electrostatics; Finite element methods; Geometry; Heart; Inverse problems; Laplace equations; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology 1998
Conference_Location
Cleveland, OH
ISSN
0276-6547
Print_ISBN
0-7803-5200-9
Type
conf
DOI
10.1109/CIC.1998.731966
Filename
731966
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