The complexity of intracranial pressure as an indicator of cerebral autoregulation

Autores
Ciarrocchi, Nicolás; Quiroz, Nicolas; Traversaro Varela, Francisco; San Roman, Juan Eduardo; Risk, Marcelo; Goldemberg, Fernando; Redelico, Francisco Oscar
Año de publicación
2019
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Intracranial Pressure (ICP) is one of the main neuromonitories used today to guide the treatment of acute neurological patients in the Intensive Care Unit (ICU). Within this article the complexity of periods of intracranial hypertension is evaluated and compared with periods of stable intracranial tension. Using the multiparameter intelligent monitoring in intensive care III (MIMIC-III) database from the Beth Israel Deaconess Medical Center the complexity of periods of stable intracranial tension and high intracranial hypertension are evaluated using two quantifiers: the Permutation Entropy and their respective number of missing patterns. Both indicate a loss of complexity in hypertension signals. A physiological explanation of this loss of complexity is given using a dynamical model of the Cerebral Autoregulation and Cerebral Hemodynamics.
Fil: Ciarrocchi, Nicolás. Hospital Italiano; Argentina
Fil: Quiroz, Nicolas. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; Argentina
Fil: Traversaro Varela, Francisco. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Instituto Universidad Escuela de Medicina del Hospital Italiano; Argentina. Universidad Nacional de Lanús; Argentina
Fil: San Roman, Juan Eduardo. Instituto Universidad Escuela de Medicina del Hospital Italiano; Argentina
Fil: Risk, Marcelo. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; Argentina
Fil: Goldemberg, Fernando. University of Chicago; Estados Unidos
Fil: Redelico, Francisco Oscar. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; Argentina
Materia
CLINICAL MANIFESTATION OF COMPLEXITY
INTRACRANIAL PRESSURE
PERMUTATION ENTROPY
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/114133
Acceder
id CONICETDig_e43e9cbbf730d80d050f02481dc5ce7f
oai_identifier_str oai:ri.conicet.gov.ar:11336/114133
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling The complexity of intracranial pressure as an indicator of cerebral autoregulationCiarrocchi, NicolásQuiroz, NicolasTraversaro Varela, FranciscoSan Roman, Juan EduardoRisk, MarceloGoldemberg, FernandoRedelico, Francisco OscarCLINICAL MANIFESTATION OF COMPLEXITYINTRACRANIAL PRESSUREPERMUTATION ENTROPYhttps://purl.org/becyt/ford/2.11https://purl.org/becyt/ford/2Intracranial Pressure (ICP) is one of the main neuromonitories used today to guide the treatment of acute neurological patients in the Intensive Care Unit (ICU). Within this article the complexity of periods of intracranial hypertension is evaluated and compared with periods of stable intracranial tension. Using the multiparameter intelligent monitoring in intensive care III (MIMIC-III) database from the Beth Israel Deaconess Medical Center the complexity of periods of stable intracranial tension and high intracranial hypertension are evaluated using two quantifiers: the Permutation Entropy and their respective number of missing patterns. Both indicate a loss of complexity in hypertension signals. A physiological explanation of this loss of complexity is given using a dynamical model of the Cerebral Autoregulation and Cerebral Hemodynamics.Fil: Ciarrocchi, Nicolás. Hospital Italiano; ArgentinaFil: Quiroz, Nicolas. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; ArgentinaFil: Traversaro Varela, Francisco. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Instituto Universidad Escuela de Medicina del Hospital Italiano; Argentina. Universidad Nacional de Lanús; ArgentinaFil: San Roman, Juan Eduardo. Instituto Universidad Escuela de Medicina del Hospital Italiano; ArgentinaFil: Risk, Marcelo. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; ArgentinaFil: Goldemberg, Fernando. University of Chicago; Estados UnidosFil: Redelico, Francisco Oscar. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; ArgentinaElsevier Science2019-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/114133Ciarrocchi, Nicolás; Quiroz, Nicolas; Traversaro Varela, Francisco; San Roman, Juan Eduardo; Risk, Marcelo; et al.; The complexity of intracranial pressure as an indicator of cerebral autoregulation; Elsevier Science; Communications In Nonlinear Science And Numerical Simulation; 75; 8-2019; 192-1991007-5704CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1016/j.cnsns.2019.03.018info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/abs/pii/S1007570419300863?via%3Dihubinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-nd/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:03:45Zoai:ri.conicet.gov.ar:11336/114133instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 10:03:45.818CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv The complexity of intracranial pressure as an indicator of cerebral autoregulation
title The complexity of intracranial pressure as an indicator of cerebral autoregulation
spellingShingle The complexity of intracranial pressure as an indicator of cerebral autoregulation
Ciarrocchi, Nicolás
CLINICAL MANIFESTATION OF COMPLEXITY
INTRACRANIAL PRESSURE
PERMUTATION ENTROPY
title_short The complexity of intracranial pressure as an indicator of cerebral autoregulation
title_full The complexity of intracranial pressure as an indicator of cerebral autoregulation
title_fullStr The complexity of intracranial pressure as an indicator of cerebral autoregulation
title_full_unstemmed The complexity of intracranial pressure as an indicator of cerebral autoregulation
title_sort The complexity of intracranial pressure as an indicator of cerebral autoregulation
dc.creator.none.fl_str_mv Ciarrocchi, Nicolás
Quiroz, Nicolas
Traversaro Varela, Francisco
San Roman, Juan Eduardo
Risk, Marcelo
Goldemberg, Fernando
Redelico, Francisco Oscar
author Ciarrocchi, Nicolás
author_facet Ciarrocchi, Nicolás
Quiroz, Nicolas
Traversaro Varela, Francisco
San Roman, Juan Eduardo
Risk, Marcelo
Goldemberg, Fernando
Redelico, Francisco Oscar
author_role author
author2 Quiroz, Nicolas
Traversaro Varela, Francisco
San Roman, Juan Eduardo
Risk, Marcelo
Goldemberg, Fernando
Redelico, Francisco Oscar
author2_role author
author
author
author
author
author
dc.subject.none.fl_str_mv CLINICAL MANIFESTATION OF COMPLEXITY
INTRACRANIAL PRESSURE
PERMUTATION ENTROPY
topic CLINICAL MANIFESTATION OF COMPLEXITY
INTRACRANIAL PRESSURE
PERMUTATION ENTROPY
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.11
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv Intracranial Pressure (ICP) is one of the main neuromonitories used today to guide the treatment of acute neurological patients in the Intensive Care Unit (ICU). Within this article the complexity of periods of intracranial hypertension is evaluated and compared with periods of stable intracranial tension. Using the multiparameter intelligent monitoring in intensive care III (MIMIC-III) database from the Beth Israel Deaconess Medical Center the complexity of periods of stable intracranial tension and high intracranial hypertension are evaluated using two quantifiers: the Permutation Entropy and their respective number of missing patterns. Both indicate a loss of complexity in hypertension signals. A physiological explanation of this loss of complexity is given using a dynamical model of the Cerebral Autoregulation and Cerebral Hemodynamics.
Fil: Ciarrocchi, Nicolás. Hospital Italiano; Argentina
Fil: Quiroz, Nicolas. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; Argentina
Fil: Traversaro Varela, Francisco. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Instituto Universidad Escuela de Medicina del Hospital Italiano; Argentina. Universidad Nacional de Lanús; Argentina
Fil: San Roman, Juan Eduardo. Instituto Universidad Escuela de Medicina del Hospital Italiano; Argentina
Fil: Risk, Marcelo. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; Argentina
Fil: Goldemberg, Fernando. University of Chicago; Estados Unidos
Fil: Redelico, Francisco Oscar. Consejo Nacional de Investigaciones Cientificas y Tecnicas. Oficina de Coordinacion Administrativa Houssay. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Hospital Italiano. Instituto de Medicina Traslacional E Ingenieria Biomedica. - Instituto Universitario Hospital Italiano de Buenos Aires. Instituto de Medicina Traslacional E Ingenieria Biomedica.; Argentina
description Intracranial Pressure (ICP) is one of the main neuromonitories used today to guide the treatment of acute neurological patients in the Intensive Care Unit (ICU). Within this article the complexity of periods of intracranial hypertension is evaluated and compared with periods of stable intracranial tension. Using the multiparameter intelligent monitoring in intensive care III (MIMIC-III) database from the Beth Israel Deaconess Medical Center the complexity of periods of stable intracranial tension and high intracranial hypertension are evaluated using two quantifiers: the Permutation Entropy and their respective number of missing patterns. Both indicate a loss of complexity in hypertension signals. A physiological explanation of this loss of complexity is given using a dynamical model of the Cerebral Autoregulation and Cerebral Hemodynamics.
publishDate 2019
dc.date.none.fl_str_mv 2019-08
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/11336/114133
Ciarrocchi, Nicolás; Quiroz, Nicolas; Traversaro Varela, Francisco; San Roman, Juan Eduardo; Risk, Marcelo; et al.; The complexity of intracranial pressure as an indicator of cerebral autoregulation; Elsevier Science; Communications In Nonlinear Science And Numerical Simulation; 75; 8-2019; 192-199
1007-5704
CONICET Digital
CONICET
url http://hdl.handle.net/11336/114133
identifier_str_mv Ciarrocchi, Nicolás; Quiroz, Nicolas; Traversaro Varela, Francisco; San Roman, Juan Eduardo; Risk, Marcelo; et al.; The complexity of intracranial pressure as an indicator of cerebral autoregulation; Elsevier Science; Communications In Nonlinear Science And Numerical Simulation; 75; 8-2019; 192-199
1007-5704
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1016/j.cnsns.2019.03.018
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/abs/pii/S1007570419300863?via%3Dihub
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier Science
publisher.none.fl_str_mv Elsevier Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1842269817940213760
score 13.13397

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