Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures

The use of a deep neural network scheme is proposed to help clinicians solve a difficult diagnosis problem in neurology. The proposed multilayer architecture includes a feature engineering step (from time-frequency transformation), a double compressing stage trained by unsupervised learning, and a c...

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Detalles Bibliográficos
Autores principales: Gasparini, Sara, Campolo, Maurizio, Ieracitano, Cosimo, Mammone, Nadia, Ferlazzo, Edoardo, Sueri, Chiara, Tripodi, Giovanbattista Gaspare, Aguglia, Umberto, Morabito, Francesco Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512641/
https://www.ncbi.nlm.nih.gov/pubmed/33265170
http://dx.doi.org/10.3390/e20020043

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512641/
https://www.ncbi.nlm.nih.gov/pubmed/33265170
http://dx.doi.org/10.3390/e20020043

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