Higher order regularization techniques for inverse electrocardiography.
We have previously presented the generalized eigensystem (GES) approach as an alternative to truncated singular value decomposition and zero order Tikhonov regularization methods for the ill-conditioned inverse problem of electrocardiography. In this paper we extend our comparison of GES with Tikhonov regularization utilizing higher order regularizers applied to a realistic heart/torso geometry with measured epicardial and body surface potentials. Utilizing higher order regularizers the results from Tikhonov regularization more closely match those of the GES techniques.
Throne
R D
RD
Dept. of Electrical Engineering, University of Nebraska, USA.
Olson
L G
LG
D000818:Animals; D018780:Body Surface Potential Mapping; D004285:Dogs; D004562:Electrocardiography / Q000379:methods*; D008955:Models, Cardiovascular