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Quantitative and objective diagnosis of color vision deficiencies based on steady-state visual evoked potentials
- Source :
- International Ophthalmology. 41:587-598
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- Traditional color vision tests depend on subjective judgments and are not suitable for infant children and subjects with cognitive dysfunction. We aimed to explore an objective and quantitative color vision testing method based on sweep steady-state visual evoked potentials (sweep SSVEPs) and compare the results with subjective Farnsworth–Munsell (FM) 100-hue test results. A red-green SSVEP pattern reversal checkboard paradigm at different luminance ratios was used to induce visual evoked potentials (VEPs) from 15 color vision deficiencies (CVDs) and 11 normal color vision subjects. After electroencephalography signals were processed by canonical correlation analysis, an equiluminance turning curve corresponding to the activation of the L-cones and M-cones at different levels of color vision was established. Then, we obtained different equiluminance T and proposed the SSVEP color vision severity index (ICVD) to quantify color vision function and the severity of CVDs. In addition, the FM 100-hue test was used to obtain subjective data for the diagnosis of color vision. The value of ICVD can be an indicator of the level of color vision. Both the total error scores (TES) and confusion index (C-index) of the FM 100-hue test were significantly correlated with ICVD values (P
- Subjects :
- Steady state (electronics)
genetic structures
Color vision
Color Vision Defects
Electroencephalography
Luminance
Correlation
03 medical and health sciences
0302 clinical medicine
Psychophysics
Humans
Medicine
Child
Color Perception Tests
Color Vision
medicine.diagnostic_test
business.industry
Vision Tests
Trichromacy
Pattern recognition
eye diseases
Ophthalmology
030221 ophthalmology & optometry
Evoked Potentials, Visual
Artificial intelligence
business
Canonical correlation
Color Perception
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 15732630 and 01655701
- Volume :
- 41
- Database :
- OpenAIRE
- Journal :
- International Ophthalmology
- Accession number :
- edsair.doi.dedup.....7b4891107b5b38d6c9649eea6bd46fbc
- Full Text :
- https://doi.org/10.1007/s10792-020-01613-z