Two classes of functional neuroimaging methods exist: hemodynamic technique
s such as PET and fMRI, and electromagnetic techniques such as EEG/ERP and
MEG. In order to fusion these images with anatomical information, co-regist
ration with volumetric MRT is needed. While such co-registration techniques
are well established for hemodynamic images, additional steps are needed f
or electromagnetic recordings, because the activity is only recorded on the
scalp surface and inverse solutions based on specific head models have to
be used to estimate the 3-dimensional current distribution. To date most of
the experimental and clinical studies use multi-shell concentric sphere mo
dels of the head, solve the inverse problem on this simplistic model, and t
hen co-register the solution with the MRT using homogeneous transform opera
tions. Contrary to this standard method, we here propose to map the MRI to
the spherical system by defining transformation operations that transform t
he MRI to a best-fitting sphere. Once done so, the solution points are defi
ned in the cerebral tissue of this deformed MRI and the lead field for the
distributed linear inverse solutions is calculated for this solution space.
The method, that we call SMAC (Spherical Model with Anatomical Constrains)
is tested with simulations, as well as with the following real data: 1) es
timation of the sources of visual evoked potentials to unilateral stimulati
on from data averaged over subjects, and 2) localization of interictal disc
harges of two epileptic patients, one with a temporal, the other with an oc
cipital focus, both confirmed by seizure freedom after resection of the epi
leptogenic region.