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EEG measurement for the effect of perceptual eye position and eye position training on comitant strabismus.

Yuzhen ChenWeicong YouYijun HuHang ChuXiaogang ChenWei ShiXiaorong Gao
Published in: Cerebral cortex (New York, N.Y. : 1991) (2023)
One of the clinical features of comitant strabismus is that the deviation angles in the first and second eye positions are equal. However, there has been no report of consistency in the electroencephalography (EEG) signals between the 2 positions. In order to address this issue, we developed a new paradigm based on perceptual eye position. We collected steady-state visual evoked potentials (SSVEPs) signals and resting-state EEG data before and after the eye position training. We found that SSVEP signals could characterize the suppression effect and eye position effect of comitant strabismus, that is, the SSVEP response of the dominant eye was stronger than that of the strabismus eye in the first eye position but not in the second eye position. Perceptual eye position training could modulate the frequency band activities in the occipital and surrounding areas. The changes in the visual function of comitant strabismus after training could also be characterized by SSVEP. There was a correlation between intermodulation frequency, power of parietal electrodes, and perceptual eye position, indicating that EEG might be a potential indicator for evaluating strabismus visual function.
Keyphrases
  • resting state
  • working memory
  • functional connectivity
  • machine learning
  • artificial intelligence
  • deep learning