Exponential mathematical law applied to cardiac dynamics for 18 hours

An exponential law was previously developed based on dynamic systems theory to be applied to cardiac dynamics in 21 hours, so it is wanted to reduce the time of evaluation to 18 hours, to further verify its diagnostic utility differentiating normal from abnormal cardiac dynamics. To do that, 250 con...

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Autores:
J Rodriguez
Laguado Jaimes, Elveny
C Correa
Magda Villamizar
F Angarita
Tipo de recurso:
Article of journal
Fecha de publicación:
2023
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/50808
Acceso en línea:
https://doi.org/10.1088/1742-6596/1160/1/012022
https://iopscience.iop.org/article/10.1088/1742-6596/1160/1/012022/meta
https://hdl.handle.net/20.500.12494/50808
Palabra clave:
CARDIAC DYNAMICS
CARDIAC PATHOLOGIES
CLINICAL UTILITY
DYNAMICS
EMPLOYMENT
EXPONENTIAL LAW
FRACTAL DIMENSION
GOLD STANDARDS
HEART
KAPPA COEFFICIENT
RANDOMIZED SEQUENCE
SENSITIVITY AND SPECIFICITY
SYSTEM THEORY
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openAccess
License
http://purl.org/coar/access_right/c_abf2
id COOPER2_3004a6b0e25417a1f4432a4230b93b9b
oai_identifier_str oai:repository.ucc.edu.co:20.500.12494/50808
network_acronym_str COOPER2
network_name_str Repositorio UCC
repository_id_str
spelling J RodriguezLaguado Jaimes, ElvenyC CorreaMagda VillamizarF Angarita2023-05-24T16:30:06Z2023-05-24T16:30:06Z01/04/2019https://doi.org/10.1088/1742-6596/1160/1/012022https://iopscience.iop.org/article/10.1088/1742-6596/1160/1/012022/meta17426588https://hdl.handle.net/20.500.12494/50808J Rodriguez,Laguado Jaimes Elveny,C Correa,Magda Villamizar,F Angarita.Exponential mathematical law applied to cardiac dynamics for 18 hours.Journal of Physics: Conference Series. 2019. 1160. (1): 012022An exponential law was previously developed based on dynamic systems theory to be applied to cardiac dynamics in 21 hours, so it is wanted to reduce the time of evaluation to 18 hours, to further verify its diagnostic utility differentiating normal from abnormal cardiac dynamics. To do that, 250 continuous electrocardiographic records and Holters were taken, from which 50 were normal and 200 had cardiac pathologies. Then, values of the maximum and minimum heart rates and the number of beats per hour were taken to generate a pseudo-randomized sequence in 21 and 18 hours and generate attractors. Later, occupation spaces were calculated in Kp and Kg grids as well as the fractal dimension, establishing a mathematical diagnosis Finally, the sensitivity, specificity and kappa coefficient were calculated to compare the obtained values with the Gold Standard. Normal dynamics presented occupation spaces values in the Kp grid between 233 and 401, while the abnormal ones were between 43 and 198 in 18 hours. Sensitivity and specificity values of 100% were found, with a Kappa coefficient of 1. It was possible to differentiate normal from abnormal cardiac dynamics through occupation spaces in 18 hours confirming its clinical utility. © 2019 Published under licence by IOP Publishing Ltd.elveny.laguado@campusucc.edu.co012022Institute of PhysicsCARDIAC DYNAMICSCARDIAC PATHOLOGIESCLINICAL UTILITYDYNAMICSEMPLOYMENTEXPONENTIAL LAWFRACTAL DIMENSIONGOLD STANDARDSHEARTKAPPA COEFFICIENTRANDOMIZED SEQUENCESENSITIVITY AND SPECIFICITYSYSTEM THEORYExponential mathematical law applied to cardiac dynamics for 18 hoursArtículohttp://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/openAccesshttp://purl.org/coar/access_right/c_abf2Publication20.500.12494/50808oai:repository.ucc.edu.co:20.500.12494/508082024-08-20 16:19:53.339metadata.onlyhttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.com
dc.title.spa.fl_str_mv Exponential mathematical law applied to cardiac dynamics for 18 hours
title Exponential mathematical law applied to cardiac dynamics for 18 hours
spellingShingle Exponential mathematical law applied to cardiac dynamics for 18 hours
CARDIAC DYNAMICS
CARDIAC PATHOLOGIES
CLINICAL UTILITY
DYNAMICS
EMPLOYMENT
EXPONENTIAL LAW
FRACTAL DIMENSION
GOLD STANDARDS
HEART
KAPPA COEFFICIENT
RANDOMIZED SEQUENCE
SENSITIVITY AND SPECIFICITY
SYSTEM THEORY
title_short Exponential mathematical law applied to cardiac dynamics for 18 hours
title_full Exponential mathematical law applied to cardiac dynamics for 18 hours
title_fullStr Exponential mathematical law applied to cardiac dynamics for 18 hours
title_full_unstemmed Exponential mathematical law applied to cardiac dynamics for 18 hours
title_sort Exponential mathematical law applied to cardiac dynamics for 18 hours
dc.creator.fl_str_mv J Rodriguez
Laguado Jaimes, Elveny
C Correa
Magda Villamizar
F Angarita
dc.contributor.author.none.fl_str_mv J Rodriguez
Laguado Jaimes, Elveny
C Correa
Magda Villamizar
F Angarita
dc.subject.spa.fl_str_mv CARDIAC DYNAMICS
CARDIAC PATHOLOGIES
CLINICAL UTILITY
DYNAMICS
EMPLOYMENT
EXPONENTIAL LAW
FRACTAL DIMENSION
GOLD STANDARDS
HEART
KAPPA COEFFICIENT
RANDOMIZED SEQUENCE
SENSITIVITY AND SPECIFICITY
SYSTEM THEORY
topic CARDIAC DYNAMICS
CARDIAC PATHOLOGIES
CLINICAL UTILITY
DYNAMICS
EMPLOYMENT
EXPONENTIAL LAW
FRACTAL DIMENSION
GOLD STANDARDS
HEART
KAPPA COEFFICIENT
RANDOMIZED SEQUENCE
SENSITIVITY AND SPECIFICITY
SYSTEM THEORY
description An exponential law was previously developed based on dynamic systems theory to be applied to cardiac dynamics in 21 hours, so it is wanted to reduce the time of evaluation to 18 hours, to further verify its diagnostic utility differentiating normal from abnormal cardiac dynamics. To do that, 250 continuous electrocardiographic records and Holters were taken, from which 50 were normal and 200 had cardiac pathologies. Then, values of the maximum and minimum heart rates and the number of beats per hour were taken to generate a pseudo-randomized sequence in 21 and 18 hours and generate attractors. Later, occupation spaces were calculated in Kp and Kg grids as well as the fractal dimension, establishing a mathematical diagnosis Finally, the sensitivity, specificity and kappa coefficient were calculated to compare the obtained values with the Gold Standard. Normal dynamics presented occupation spaces values in the Kp grid between 233 and 401, while the abnormal ones were between 43 and 198 in 18 hours. Sensitivity and specificity values of 100% were found, with a Kappa coefficient of 1. It was possible to differentiate normal from abnormal cardiac dynamics through occupation spaces in 18 hours confirming its clinical utility. © 2019 Published under licence by IOP Publishing Ltd.
publishDate 2023
dc.date.issued.none.fl_str_mv 01/04/2019
dc.date.accessioned.none.fl_str_mv 2023-05-24T16:30:06Z
dc.date.available.none.fl_str_mv 2023-05-24T16:30:06Z
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/10.1088/1742-6596/1160/1/012022
https://iopscience.iop.org/article/10.1088/1742-6596/1160/1/012022/meta
dc.identifier.issn.spa.fl_str_mv 17426588
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/50808
dc.identifier.bibliographicCitation.spa.fl_str_mv J Rodriguez,Laguado Jaimes Elveny,C Correa,Magda Villamizar,F Angarita.Exponential mathematical law applied to cardiac dynamics for 18 hours.Journal of Physics: Conference Series. 2019. 1160. (1): 012022
url https://doi.org/10.1088/1742-6596/1160/1/012022
https://iopscience.iop.org/article/10.1088/1742-6596/1160/1/012022/meta
https://hdl.handle.net/20.500.12494/50808
identifier_str_mv 17426588
J Rodriguez,Laguado Jaimes Elveny,C Correa,Magda Villamizar,F Angarita.Exponential mathematical law applied to cardiac dynamics for 18 hours.Journal of Physics: Conference Series. 2019. 1160. (1): 012022
dc.relation.ispartofjournal.spa.fl_str_mv Journal of Physics: Conference Series
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
rights_invalid_str_mv http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 012022
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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