Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks

Visual evaluation of electroencephalogram (EEG) for Interictal Epileptiform Discharges (IEDs) as distinctive biomarkers of epilepsy has various limitations, including time-consuming reviews, steep learning curves, interobserver variability, and the need for specialized experts. The development of an...

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Bibliographic Details
Published in:Int J Neural Syst
Main Authors: Thomas, John, Jin, Jing, Thangavel, Prasanth, Bagheri, Elham, Yuvaraj, Rajamanickam, Dauwels, Justin, Rathakrishnan, Rahul, Halford, Jonathan J., Cash, Sydney S., Westover, Brandon
Format: Artigo
Language:Inglês
Published: 2020
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7606586/
https://ncbi.nlm.nih.gov/pubmed/32812468
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1142/S0129065720500306
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