Influence of Mismarking Fiducial Locations on EEG Source Estimation

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Abstract

Mismarking locations of the fiducials can have a significant influence on the digitized electrode locations and cortical source estimation using high-density EEG. Understanding and quantifying how uncertainties in the fiducial locations affect the locations of cortical sources is important for interpreting EEG analyses. We systematically shifted fiducial locations to investigate the relationship between variations of fiducial locations and the corresponding estimations of the source locations. We quantified the uncertainty of the dipole locations using the enclosing volume of the dipole locations and the maximum width of the dipole cluster. Shifting fiducial locations 1.5 cm increased the uncertainty of the dipole locations to span a volume >1 cm3 and about 2.5 cm wide. Results suggest that the fiducials need to be digitized accurately within at least 0.5 cm of the absolute actual fiducial location to limit the uncertainty of a dipole location to <1 cm. Additionally, we used random fiducial shift combinations to estimate the effects of combinations of the fiducial shifts on dipole location estimation. This analysis showed that dipole locations were within the bounds of our dipole estimation uncertainty volumes. Based on the outcomes, we suggest marking fiducials carefully before placement of the cap and to use a digitization method with an accuracy of <0.5 cm.

The effect of fiducial mismarking on EEG source estimation.

Citation

@INPROCEEDINGS{Shirazi2019-ke,
  title     = "Influence of Mismarking Fiducial Locations on {EEG} Source
               Estimation*",
  author    = "Shirazi, S Y and Huang, H J",
  booktitle = "2019 9th International IEEE/EMBS Conference on Neural Engineering
               (NER)",
  pages     = "377--380",
  month     =  Mar,
  year      =  2019
}