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Published on: July 1, 2019
Minimum-Norm Estimation of Motor Representations in Navigated TMS Mappings
Minna Pitkänen1,2, Elisa Kallioniemi3,4, Petro Julkunen3,5
1Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, P. O. Box 12200, FI-00076, Aalto, Espoo, Finland. minna.pitk@gmail.com.
This study introduces a new method using the minimum-norm estimate (MNE) to improve the accuracy of navigated transcranial magnetic stimulation (nTMS) motor maps. The MNE method refines the estimation of cortical motor representations by considering the electric field distribution during stimulation.
Area of Science:
- Neuroscience
- Neurophysiology
- Medical Imaging
Background:
- Navigated transcranial magnetic stimulation (nTMS) is used to map cortical motor representations, crucial for neurosurgery and rehabilitation.
- Conventional nTMS methods may overestimate motor map areas due to the broad electric field (E-field) distribution of the stimulation pulse.
Purpose of the Study:
- To enhance the precision of nTMS-based motor maps by incorporating the E-field distribution of the stimulation pulse.
- To introduce and evaluate the minimum-norm estimate (MNE) method for improved motor representation mapping.
Main Methods:
- Developed and applied the minimum-norm estimate (MNE) method to account for the E-field distribution in nTMS.
- Tested the MNE method on simulated data, followed by application to data from six healthy volunteers and one stroke patient.
- Compared motor map areas derived from the MNE method with those from a previously established interpolation method.
Main Results:
- The MNE method demonstrated comparable hotspots and centers of gravity to the interpolation method.
- The calculated areas of the motor maps were influenced by the chosen thresholds for outlining.
- The MNE method shows potential for refining the definition of cortical motor areas.
Conclusions:
- The minimum-norm estimate (MNE) method offers a promising approach to improve the accuracy of navigated transcranial magnetic stimulation (nTMS) motor mapping.
- Further validation against direct cortical stimulation is recommended to confirm the accuracy of the MNE method in defining cortical motor areas.
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