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Updated: Aug 15, 2026

Basics of Multivariate Analysis in Neuroimaging Data
Published on: July 25, 2010
Multimodality neuroimaging: research and clinical applications
T Krings1, M H Reinges, H Foltys
1Department Of Neuroradiology, University Hospital of the RWTH Aachen Medical School, Aachen, Germany. tkrings@izkf.rwth-aachen.de
Abstract:
This manuscript reviews the current stance and the pertinent problems of transcranial magnetic stimulation (TMS) and functional magnetic resonance imaging (fMRI) as brain mapping methodologies. The missing structure-function relation limits the use of TMS, whereas the uncertainty about the functional significance of activated cortical regions might render interpretation of fMRI studies difficult. Advances in image processing, however, allowed for 3- dimensional real-time visual guidance of TMS and integration with fMRI data. We describe the method used to coregister TMS and fMRI and present examples where a multimodality neuroimaging approach might add to our understanding of normal and pathological brain function.

