Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study

A mathematical evaluation of neonatal cardiac dynamics was developed. The purpose of this study is to confirm the diagnostic capacity of this methodology to differentiate normal neonatal cardiac and cardiac pathologies through a blind study. For this, 80 Holter records were taken, 10 with evaluation...

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Autores:
Simanca Herrera, Fredys Alberto
Rodriguez Velásquez, Javier Oswaldo
Paéz, J.
Cortes, J.
Prieto, S.
Castro, M.
Correa, C.
Tipo de recurso:
Article of journal
Fecha de publicación:
2019
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/41572
Acceso en línea:
https://doi.org/10.1098/rspb.2015.2980
https://hdl.handle.net/20.500.12494/41572
Palabra clave:
Chaos theory
Diagnosis
Dynamical systems
Dynamics
Fractal dimension
Pathology
Box-counting method
Cardiac pathologies
Chaotic attractors
Clinical validations
Fractal geometry
Geometric difference
Kappa coefficient
Sensitivity and specificity
Heart
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closedAccess
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http://purl.org/coar/access_right/c_14cb
id COOPER2_44908081e23f0ae848e6ab3142ccddf2
oai_identifier_str oai:repository.ucc.edu.co:20.500.12494/41572
network_acronym_str COOPER2
network_name_str Repositorio UCC
repository_id_str
spelling Simanca Herrera, Fredys AlbertoRodriguez Velásquez, Javier OswaldoPaéz, J.Cortes, J.Prieto, S.Castro, M.Correa, C.2021-12-16T22:15:37Z2021-12-16T22:15:37Z2019https://doi.org/10.1098/rspb.2015.298017426588https://hdl.handle.net/20.500.12494/41572SIMANCA F,RODRIGUEZ JO,PAÉZ J,CORTES J,PRIETO S,CASTRO M,CORREA C. Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study. J Phys Conf Ser. 2019. 1160. (1):012020. .A mathematical evaluation of neonatal cardiac dynamics was developed. The purpose of this study is to confirm the diagnostic capacity of this methodology to differentiate normal neonatal cardiac and cardiac pathologies through a blind study. For this, 80 Holter records were taken, 10 with evaluation within the limits of normality and 70 with different cardiac pathologies. The conventional evaluations were masked, and the maximum and minimum heart rates were taken every hour and the number of beats/hours, during 21 hours. These values were used to generate the neonatal cardiac attractor, then their fractal dimension was calculated, their occupation spaces were quantified in the fractal space of Box-Counting, determining their physic mathematical diagnosis. The spaces of occupation of neonatal chaotic cardiac attractors measured according to the number of frames occupied by the Box Counting method, differentiate states of normality from acute pathologies, achieving a sensitivity and specificity of 100%, as well as a kappa coefficient of 1. The This study confirms the diagnostic capacity of the methodology developed, from which it is possible to establish geometric differences between the chaotic attractors of normal neonatal cardiac dynamics and with disease. © 2019 Published under licence by IOP Publishing Ltd.0000-0002-3548-0775fredys.simanca@campusucc.edu.co-Institute of PhysicsChaos theoryDiagnosisDynamical systemsDynamicsFractal dimensionPathologyBox-counting methodCardiac pathologiesChaotic attractorsClinical validationsFractal geometryGeometric differenceKappa coefficientSensitivity and specificityHeartMathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation studyArtículohttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionJournal of Physics: Conference Seriesinfo:eu-repo/semantics/closedAccesshttp://purl.org/coar/access_right/c_14cbPublication20.500.12494/41572oai:repository.ucc.edu.co:20.500.12494/415722024-08-20 16:20:08.752metadata.onlyhttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.com
dc.title.spa.fl_str_mv Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
title Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
spellingShingle Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
Chaos theory
Diagnosis
Dynamical systems
Dynamics
Fractal dimension
Pathology
Box-counting method
Cardiac pathologies
Chaotic attractors
Clinical validations
Fractal geometry
Geometric difference
Kappa coefficient
Sensitivity and specificity
Heart
title_short Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
title_full Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
title_fullStr Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
title_full_unstemmed Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
title_sort Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
dc.creator.fl_str_mv Simanca Herrera, Fredys Alberto
Rodriguez Velásquez, Javier Oswaldo
Paéz, J.
Cortes, J.
Prieto, S.
Castro, M.
Correa, C.
dc.contributor.author.none.fl_str_mv Simanca Herrera, Fredys Alberto
Rodriguez Velásquez, Javier Oswaldo
Paéz, J.
Cortes, J.
Prieto, S.
Castro, M.
Correa, C.
dc.subject.spa.fl_str_mv Chaos theory
Diagnosis
Dynamical systems
Dynamics
Fractal dimension
Pathology
Box-counting method
Cardiac pathologies
Chaotic attractors
Clinical validations
Fractal geometry
Geometric difference
Kappa coefficient
Sensitivity and specificity
Heart
topic Chaos theory
Diagnosis
Dynamical systems
Dynamics
Fractal dimension
Pathology
Box-counting method
Cardiac pathologies
Chaotic attractors
Clinical validations
Fractal geometry
Geometric difference
Kappa coefficient
Sensitivity and specificity
Heart
description A mathematical evaluation of neonatal cardiac dynamics was developed. The purpose of this study is to confirm the diagnostic capacity of this methodology to differentiate normal neonatal cardiac and cardiac pathologies through a blind study. For this, 80 Holter records were taken, 10 with evaluation within the limits of normality and 70 with different cardiac pathologies. The conventional evaluations were masked, and the maximum and minimum heart rates were taken every hour and the number of beats/hours, during 21 hours. These values were used to generate the neonatal cardiac attractor, then their fractal dimension was calculated, their occupation spaces were quantified in the fractal space of Box-Counting, determining their physic mathematical diagnosis. The spaces of occupation of neonatal chaotic cardiac attractors measured according to the number of frames occupied by the Box Counting method, differentiate states of normality from acute pathologies, achieving a sensitivity and specificity of 100%, as well as a kappa coefficient of 1. The This study confirms the diagnostic capacity of the methodology developed, from which it is possible to establish geometric differences between the chaotic attractors of normal neonatal cardiac dynamics and with disease. © 2019 Published under licence by IOP Publishing Ltd.
publishDate 2019
dc.date.issued.none.fl_str_mv 2019
dc.date.accessioned.none.fl_str_mv 2021-12-16T22:15:37Z
dc.date.available.none.fl_str_mv 2021-12-16T22:15:37Z
dc.type.none.fl_str_mv Artículo
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.none.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.none.fl_str_mv https://doi.org/10.1098/rspb.2015.2980
dc.identifier.issn.spa.fl_str_mv 17426588
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/41572
dc.identifier.bibliographicCitation.spa.fl_str_mv SIMANCA F,RODRIGUEZ JO,PAÉZ J,CORTES J,PRIETO S,CASTRO M,CORREA C. Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study. J Phys Conf Ser. 2019. 1160. (1):012020. .
url https://doi.org/10.1098/rspb.2015.2980
https://hdl.handle.net/20.500.12494/41572
identifier_str_mv 17426588
SIMANCA F,RODRIGUEZ JO,PAÉZ J,CORTES J,PRIETO S,CASTRO M,CORREA C. Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study. J Phys Conf Ser. 2019. 1160. (1):012020. .
dc.relation.ispartofjournal.spa.fl_str_mv Journal of Physics: Conference Series
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/closedAccess
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_14cb
eu_rights_str_mv closedAccess
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dc.format.extent.spa.fl_str_mv -
dc.publisher.spa.fl_str_mv Institute of Physics
institution Universidad Cooperativa de Colombia
repository.name.fl_str_mv Repositorio Institucional Universidad Cooperativa de Colombia
repository.mail.fl_str_mv bdigital@metabiblioteca.com
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