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 neurodegenerative disorders, including Autism Spectrum Disorder (ASD) - a neurodevelopmental condition that impacts language, communication, and social interactions. However, privacy issues and a lack of data complicate Artificial Intelligence applications in this domain. Synthetic ERG signals generated from real ERG recordings should carry similar information and could be used as an extension for natural data.

DOI Link: 
10.21227/npv7-8063
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[1] Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier, "SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/npv7-8063. Accessed: Mar. 14, 2025.
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doi = {10.21227/npv7-8063},
url = {http://dx.doi.org/10.21227/npv7-8063},
author = {Mikhail Kulyabin; Paul A. Constable; Aleksei Zhdanov; Irene O. Lee; David H. Skuse; Dorothy A. Thompson; Andreas Maier },
publisher = {IEEE Dataport},
title = {SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER},
year = {2024} }
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T1 - SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER
AU - Mikhail Kulyabin; Paul A. Constable; Aleksei Zhdanov; Irene O. Lee; David H. Skuse; Dorothy A. Thompson; Andreas Maier
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PB - IEEE Dataport
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Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier. (2024). SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER. IEEE Dataport. http://dx.doi.org/10.21227/npv7-8063
Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier, 2024. SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER. Available at: http://dx.doi.org/10.21227/npv7-8063.
Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier. (2024). "SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER." Web.
1. Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier. SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/npv7-8063
Mikhail Kulyabin, Paul A. Constable, Aleksei Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier. "SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER." doi: 10.21227/npv7-8063