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A new algorithm for automatic identification of spike-wave EEG signals in epileptic patient-specific

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dc.contributor.authorRacca, Dora María
dc.contributor.authorQuintero-Rincón, Antonio
dc.contributor.authorMuro, Valeria
dc.contributor.authorD'Giano, Carlos
dc.date.accessioned2019-05-29T17:17:01Z
dc.date.available2019-05-29T17:17:01Z
dc.date.issued2018
dc.description.abstract"Appropriate diagnosis and treatment of epilepsy is a main public health issue. Patients suffering from this disease often exhibit different physical characterizations, which results from the synchronous and excessive discharge of a group of neurons in the cerebral cortex. Extracting this information using EEG signals is an important problem in biomedical processing. In this work we propose a new method to indentify and characterize patient specific spike-and-wave EEG epileptic signals. The method is based on the use of trained neuronal networks on probability density function parameters of the translation and rescaling of the Student'st-distribution (location: µ,scale: σ and shape: ν) of pure spike-and-wave-signals. The neuronal network was trained with both normal and epileptic signals. The study resulted in 100% specificity and sensitivity on the studied signals."en
dc.identifier.urihttp://ri.itba.edu.ar/handle/123456789/1603
dc.language.isoenen
dc.relationinfo:eu-repo/grantAgreement/ITBA/ITBACyT/2016/AR. Ciudad Autónoma de Buenos Aires
dc.relationinfo:eu-repo/grantAgreement/ITBA/ITBACyT/2017/AR. Ciudad Autónoma de Buenos Aires
dc.subjectEPILEPSIAes
dc.subjectELECTROENCEFALOGRAFIAes
dc.subjectPROCESAMIENTO DE SEÑALES DIGITALESes
dc.titleA new algorithm for automatic identification of spike-wave EEG signals in epileptic patient-specificen
dc.typePósteres
dspace.entity.typePóster
itba.description.filiationFil: Racca, Dora María. Instituto Tecnológico de Buenos Aires; Argentina
itba.description.filiationFil: Quintero-Rincón, Antonio. Instituto Tecnológico de Buenos Aires; Argentina
itba.description.filiationFil: Muro, Valeria. Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia; Argentina
itba.description.filiationFil: D'Giano, Carlos. Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia; Argentina

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