B. Tilg et al., A SIMULATION STUDY ON MAGNETIC SOURCE IMAGING WITH A REALISTIC MODEL OF THE ENTIRE HUMAN HEART, Biomedizinische Technik, 40(6), 1995, pp. 168-174
A computer model study on magnetic source imaging from magnetocardiogr
aphic data is presented using a cellular automaton model of the entire
human heart in the so-called forward problem. A homogeneous boundary
element (BE) torso is built up from real magnetic resonance imaging (M
RI) cross-sections. The heart model, which has a realistic anatomical
shape, is positioned inside the BE torso. in the forward problem the s
pread of excitation is simulated by applying a modified Huygen's propa
gation principle. The magnetocardiogram (MCG) and electrocardiogram (E
GG) can then be computed following the bidomain theory. From the simul
ated MCG data, pseudo primary current dipole (PPCD) estimation within
the electrically active tissue is performed. The reconstruction space
is defined as a surface in the middle of the atrial and ventricular my
ocardium and septum. The observation space consists of two mutually pe
rpendicular planes closely above the torso surface on the frontal and
the left lateral side, respectively. An iterative minimum-norm approac
h is applied in order to reconstruct PPCD distributions. The errors in
PPCD estimation arising from noisy data and regularization algorithms
are investigated in more detail.