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cs.LG2024★ 1 cited
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder
Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov +4
The electroretinogram (ERG) is a clinical test that records the retina's electrical response to light. The ERG is a promising way to study different neurodevelopmental and neurodeg…
q-bio.NC2024
Generating synthetic light-adapted electroretinogram waveforms using Artificial Intelligence to improve classification of retinal conditions in under-represented populations
Mikhail Kulyabin, Aleksei Zhdanov, Andreas Maier +3
Visual electrophysiology is often used clinically to determine functional changes associated with retinal or neurological conditions. The full-field flash electroretinogram (ERG) a…