Please use this identifier to cite or link to this item: http://hdl.handle.net/20.500.12494/32723
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Title: Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study
Author: Rodriguez Velasquez, Javier Oswaldo
Páez Páez, Jaime Alberto
Cortés Méndez, Jairo Augusto
Simanca Herrera, Fredys Alberto
Prieto Bohórquez, Signed Esperanza
Castro Fernández, Mario Fernando
Correa Herrera, Sandra Catalina
Email autor: mario.castrof@campusucc.edu.co
metadata.dc.description.cvlac: https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000343870
Issue Date: Jan-2020
Keywords: Sistemas dinamicos
Físico matemático
Geometría fractal
Abstract: 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.
Table Of Contents: Introducción. -- Metodología. -- Resultados. -- Discusión. -- Conclusiones. -- Agradecimientos
Program: Ingeniería de Sistemas
Headquarters: Bogotá
Type: Artículo
Citation: Rodríguez, J.,Paéz. J., Cortes. J., Simanca, F., Prieto, S., Castro, M. y Correa, C. (2019). Mathematical physical diagnosis of neonatal cardiac dynamics based on dynamic systems and fractal geometry: Clinical validation study.Journal of Physics: Conf. Series. doi:10.1088/1742-6596/1160/1/012020
Resource reference: https://iopscience.iop.org/article/10.1088/1742-6596/1160/1/012020/meta
Appears in Collections:Ingeniería de Sistemas

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