Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures

The differential diagnosis of epileptic seizures (ES) and psychogenic non-epileptic seizures (PNES) may be difficult, due to the lack of distinctive clinical features. The interictal electroencephalographic (EEG) signal may also be normal in patients with ES. Innovative diagnostic tools that exploit...

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Detalles Bibliográficos
Autores principales: Lo Giudice, Michele, Varone, Giuseppe, Ieracitano, Cosimo, Mammone, Nadia, Tripodi, Giovanbattista Gaspare, Ferlazzo, Edoardo, Gasparini, Sara, Aguglia, Umberto, Morabito, Francesco Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775069/
https://www.ncbi.nlm.nih.gov/pubmed/35052128
http://dx.doi.org/10.3390/e24010102

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