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...
- 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
- 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
- Rights
- closedAccess
- License
- http://purl.org/coar/access_right/c_14cb
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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 |
dc.type.redcol.none.fl_str_mv |
http://purl.org/redcol/resource_type/ART |
dc.type.version.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
http://purl.org/coar/resource_type/c_6501 |
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 |
rights_invalid_str_mv |
http://purl.org/coar/access_right/c_14cb |
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 |
_version_ |
1814247028844134400 |