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:
Rodriguez Velasquez, Javier
Laguado Jaimes, Elveny
Correa, Catalina
Villamizar Osorio, Magda Liliana
Angarita Reina, Freddy
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:20.500.12494/41550
Acceso en línea:
https://doi.org/10.1080/00319104.2019.1636379
https://hdl.handle.net/20.500.12494/41550
Palabra clave:
Dynamics
Employment
Fractal dimension
System theory
Cardiac dynamics
Cardiac pathologies
Clinical utility
Exponential law
Gold standards
Kappa coefficient
Randomized sequence
Sensitivity and specificity
Heart
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License
http://purl.org/coar/access_right/c_14cb
id COOPER2_53418c8a28655248172efb1dfdb77334
oai_identifier_str oai:repository.ucc.edu.co:20.500.12494/41550
network_acronym_str COOPER2
network_name_str Repositorio UCC
repository_id_str
spelling Rodriguez Velasquez, JavierLaguado Jaimes, ElvenyCorrea, CatalinaVillamizar Osorio, Magda LilianaAngarita Reina, Freddy2021-12-16T22:15:36Z2021-12-16T22:15:36Z2019https://doi.org/10.1080/00319104.2019.163637917426588https://hdl.handle.net/20.500.12494/41550Rodriguez J,LAGUADO E,Correa C,Magda V,Angarita F. Exponential mathematical law applied to cardiac dynamics for 18 hours. J Phys Conf Ser. 2019. 1160. (1):p. 1-6. .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.0000-0001-7169-6912elveny.laguado@campusucc.edu.co6-1Institute of PhysicsDynamicsEmploymentFractal dimensionSystem theoryCardiac dynamicsCardiac pathologiesClinical utilityExponential lawGold standardsKappa coefficientRandomized sequenceSensitivity and specificityHeartExponential 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/closedAccesshttp://purl.org/coar/access_right/c_14cbPublication20.500.12494/41550oai:repository.ucc.edu.co:20.500.12494/415502024-08-20 16:21:18.28metadata.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
Dynamics
Employment
Fractal dimension
System theory
Cardiac dynamics
Cardiac pathologies
Clinical utility
Exponential law
Gold standards
Kappa coefficient
Randomized sequence
Sensitivity and specificity
Heart
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 Rodriguez Velasquez, Javier
Laguado Jaimes, Elveny
Correa, Catalina
Villamizar Osorio, Magda Liliana
Angarita Reina, Freddy
dc.contributor.author.none.fl_str_mv Rodriguez Velasquez, Javier
Laguado Jaimes, Elveny
Correa, Catalina
Villamizar Osorio, Magda Liliana
Angarita Reina, Freddy
dc.subject.spa.fl_str_mv Dynamics
Employment
Fractal dimension
System theory
Cardiac dynamics
Cardiac pathologies
Clinical utility
Exponential law
Gold standards
Kappa coefficient
Randomized sequence
Sensitivity and specificity
Heart
topic Dynamics
Employment
Fractal dimension
System theory
Cardiac dynamics
Cardiac pathologies
Clinical utility
Exponential law
Gold standards
Kappa coefficient
Randomized sequence
Sensitivity and specificity
Heart
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 2019
dc.date.issued.none.fl_str_mv 2019
dc.date.accessioned.none.fl_str_mv 2021-12-16T22:15:36Z
dc.date.available.none.fl_str_mv 2021-12-16T22:15:36Z
dc.type.none.fl_str_mv Artículo
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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/10.1080/00319104.2019.1636379
dc.identifier.issn.spa.fl_str_mv 17426588
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/41550
dc.identifier.bibliographicCitation.spa.fl_str_mv Rodriguez J,LAGUADO E,Correa C,Magda V,Angarita F. Exponential mathematical law applied to cardiac dynamics for 18 hours. J Phys Conf Ser. 2019. 1160. (1):p. 1-6. .
url https://doi.org/10.1080/00319104.2019.1636379
https://hdl.handle.net/20.500.12494/41550
identifier_str_mv 17426588
Rodriguez J,LAGUADO E,Correa C,Magda V,Angarita F. Exponential mathematical law applied to cardiac dynamics for 18 hours. J Phys Conf Ser. 2019. 1160. (1):p. 1-6. .
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 6-1
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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