Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment

Autores
Mateos, Diego; Díaz, Juan Manuel; Lamberti, Pedro Walter
Año de publicación
2014
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Fil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Díaz, Juan Manuel. Instituto Privado de Neurociencias; Argentina.
Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Lamberti, Pedro Walter. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Different techniques originated in information theory and tools from nonlinear systems theory have been applied to the analysis of electro-physiological time series. Several clinically relevant results have emerged from the use of concepts, such as entropy, chaos and complexity, in analyzing electrocardiograms and electroencephalographic (EEG) records. In this work, we develop a method based on permutation entropy (PE) to characterize EEG records from different stages in the treatment of a chronic epileptic patient. Our results show that the PE is useful for clearly quantifying the evolution of the patient along a certain lapse of time and allows visualizing in a very convenient way the effects of the pharmacotherapy.
publishedVersion
Fil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Díaz, Juan Manuel. Instituto Privado de Neurociencias; Argentina.
Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Lamberti, Pedro Walter. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Otras Ciencias Físicas
Fuente
issn: 1099-4300
Materia
Entropía de permutación
Análisis de EEG
Tratamiento Farmacológico
Permutation entropy
EEG analysis
Pharmacological treatment
Nivel de accesibilidad
acceso abierto
Condiciones de uso
Repositorio
Repositorio Digital Universitario (UNC)
Institución
Universidad Nacional de Córdoba
OAI Identificador
oai:rdu.unc.edu.ar:11086/20358
Acceder
id RDUUNC_a609227d3445796c4ea0ca6c25ab5d06
oai_identifier_str oai:rdu.unc.edu.ar:11086/20358
network_acronym_str RDUUNC
repository_id_str 2572
network_name_str Repositorio Digital Universitario (UNC)
spelling Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatmentMateos, DiegoDíaz, Juan ManuelLamberti, Pedro WalterEntropía de permutaciónAnálisis de EEGTratamiento FarmacológicoPermutation entropyEEG analysisPharmacological treatmentFil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.Fil: Díaz, Juan Manuel. Instituto Privado de Neurociencias; Argentina.Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.Fil: Lamberti, Pedro Walter. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaDifferent techniques originated in information theory and tools from nonlinear systems theory have been applied to the analysis of electro-physiological time series. Several clinically relevant results have emerged from the use of concepts, such as entropy, chaos and complexity, in analyzing electrocardiograms and electroencephalographic (EEG) records. In this work, we develop a method based on permutation entropy (PE) to characterize EEG records from different stages in the treatment of a chronic epileptic patient. Our results show that the PE is useful for clearly quantifying the evolution of the patient along a certain lapse of time and allows visualizing in a very convenient way the effects of the pharmacotherapy.publishedVersionFil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.Fil: Díaz, Juan Manuel. Instituto Privado de Neurociencias; Argentina.Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.Fil: Lamberti, Pedro Walter. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaOtras Ciencias Físicas2014info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/11086/20358http://dx.doi.org/10.3390/e16115668issn: 1099-4300reponame:Repositorio Digital Universitario (UNC)instname:Universidad Nacional de Córdobainstacron:UNCenginfo:eu-repo/semantics/openAccess2025-09-29T13:42:06Zoai:rdu.unc.edu.ar:11086/20358Institucionalhttps://rdu.unc.edu.ar/Universidad públicaNo correspondehttp://rdu.unc.edu.ar/oai/snrdoca.unc@gmail.comArgentinaNo correspondeNo correspondeNo correspondeopendoar:25722025-09-29 13:42:07.247Repositorio Digital Universitario (UNC) - Universidad Nacional de Córdobafalse
dc.title.none.fl_str_mv Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
title Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
spellingShingle Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
Mateos, Diego
Entropía de permutación
Análisis de EEG
Tratamiento Farmacológico
Permutation entropy
EEG analysis
Pharmacological treatment
title_short Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
title_full Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
title_fullStr Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
title_full_unstemmed Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
title_sort Permutation entropy applied to the characterization of the clinical evolution of epileptic patients under pharmacological treatment
dc.creator.none.fl_str_mv Mateos, Diego
Díaz, Juan Manuel
Lamberti, Pedro Walter
author Mateos, Diego
author_facet Mateos, Diego
Díaz, Juan Manuel
Lamberti, Pedro Walter
author_role author
author2 Díaz, Juan Manuel
Lamberti, Pedro Walter
author2_role author
author
dc.subject.none.fl_str_mv Entropía de permutación
Análisis de EEG
Tratamiento Farmacológico
Permutation entropy
EEG analysis
Pharmacological treatment
topic Entropía de permutación
Análisis de EEG
Tratamiento Farmacológico
Permutation entropy
EEG analysis
Pharmacological treatment
dc.description.none.fl_txt_mv Fil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Díaz, Juan Manuel. Instituto Privado de Neurociencias; Argentina.
Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Lamberti, Pedro Walter. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Different techniques originated in information theory and tools from nonlinear systems theory have been applied to the analysis of electro-physiological time series. Several clinically relevant results have emerged from the use of concepts, such as entropy, chaos and complexity, in analyzing electrocardiograms and electroencephalographic (EEG) records. In this work, we develop a method based on permutation entropy (PE) to characterize EEG records from different stages in the treatment of a chronic epileptic patient. Our results show that the PE is useful for clearly quantifying the evolution of the patient along a certain lapse of time and allows visualizing in a very convenient way the effects of the pharmacotherapy.
publishedVersion
Fil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Díaz, Juan Manuel. Instituto Privado de Neurociencias; Argentina.
Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
Fil: Lamberti, Pedro Walter. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Otras Ciencias Físicas
description Fil: Mateos, Diego. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física; Argentina.
publishDate 2014
dc.date.none.fl_str_mv 2014
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11086/20358
http://dx.doi.org/10.3390/e16115668
url http://hdl.handle.net/11086/20358
http://dx.doi.org/10.3390/e16115668
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv issn: 1099-4300
reponame:Repositorio Digital Universitario (UNC)
instname:Universidad Nacional de Córdoba
instacron:UNC
reponame_str Repositorio Digital Universitario (UNC)
collection Repositorio Digital Universitario (UNC)
instname_str Universidad Nacional de Córdoba
instacron_str UNC
institution UNC
repository.name.fl_str_mv Repositorio Digital Universitario (UNC) - Universidad Nacional de Córdoba
repository.mail.fl_str_mv oca.unc@gmail.com
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score 13.069144

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