Literature DB >> 34617717

Mathematical law of cardiac dynamic systems: reduction of its evaluation time to 18 hours

Javier Oswaldo Rodríguez Velásquez1, Sandra Catalina Correa Herrera2, Alejandro Pizano3, Miguel Alberto Ronderos4, Signed Esperanza Prieto Bohórquez5, Carol Godoy6, Juan Alexander Rojas7, Juan Benitez8, Dharma Rodríguez Correa9, Eliana Avilan10.   

Abstract

Introduction: Previously, a physical-mathematical law was developed for the evaluation of continuous electrocardiographic and Holter registers, with which all cardiac attractors were deduced and normality, pathological states and evolution between states were differentiated. There were taken 200 cardiac dynamics, 150 with different types of cardiac pathologies and 50 normal ones, to which the exponential law was applied in 18 and 21 hours. For this, a sequence of heart rates was simulated, with which the chaotic attractor was constructed. Next, the mathematical diagnosis was determined with the law based on the spatial occupation of the attractor, and the fractal dimension was calculated. Finally, statistical validation of the mathematical method in 18 hours was performed against the Gold Standard.
Results: Subjects with normal chaotic cardiac dynamics presented values in the Kp grid between 205 and 384, whereas subjects with pathological dynamics presented values between 61 and 191 in 18 hours. The evaluation of the concordance between the mathematical diagnosis in 18 hours and the conventional evaluation, taken as Gold Standard resulted in sensitivity and specificity values of 100% and a Kappa coefficient of 1.
Conclusion: It was confirmed the clinical capacity of the law to diagnose objectively and with reproducibility in 18 hours. Universidad Nacional de Córdoba

Entities:  

Keywords:  fractals; ambulatory electrocardiography; diagnosis

Mesh:

Year:  2021        PMID: 34617717      PMCID: PMC8760907          DOI: 10.31053/1853.0605.v78.n3.25353

Source DB:  PubMed          Journal:  Rev Fac Cien Med Univ Nac Cordoba        ISSN: 0014-6722


  13 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  2002-02-19       Impact factor: 11.205

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Review 3.  Linear and nonlinear approaches to the analysis of R-R interval variability.

Authors:  Autumn Schumacher
Journal:  Biol Res Nurs       Date:  2004-01       Impact factor: 2.522

Review 4.  Part 8: adult advanced cardiovascular life support: 2010 American Heart Association Guidelines for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care.

Authors:  Robert W Neumar; Charles W Otto; Mark S Link; Steven L Kronick; Michael Shuster; Clifton W Callaway; Peter J Kudenchuk; Joseph P Ornato; Bryan McNally; Scott M Silvers; Rod S Passman; Roger D White; Erik P Hess; Wanchun Tang; Daniel Davis; Elizabeth Sinz; Laurie J Morrison
Journal:  Circulation       Date:  2010-11-02       Impact factor: 29.690

5.  Fractal correlation properties of R-R interval dynamics and mortality in patients with depressed left ventricular function after an acute myocardial infarction.

Authors:  H V Huikuri; T H Mäkikallio; C K Peng; A L Goldberger; U Hintze; M Møller
Journal:  Circulation       Date:  2000 Jan 4-11       Impact factor: 29.690

6.  Prediction of CD4+ Cells Counts in HIV/AIDS Patients based on Sets and Probability Theories.

Authors:  Javier Rodriguez; Signed Prieto; Catalina Correa; Martha Melo; Dario Dominguez; Nancy Olarte; Daniela Suárez; Laura Aragón; Fernando Torres; Fernando Santacruz
Journal:  Curr HIV Res       Date:  2018       Impact factor: 1.581

Review 7.  [Anticoagulation and atrial fibrillation].

Authors:  Sebastián Prieto; Pablo Young; José M Ceresetto; Eduardo O Bullorsky
Journal:  Medicina (B Aires)       Date:  2011       Impact factor: 0.653

8.  Theoretical generalization of normal and sick coronary arteries with fractal dimensions and the arterial intrinsic mathematical harmony.

Authors:  Javier O Rodríguez; Signed E Prieto; Catalina Correa; Pedro A Bernal; Germán E Puerta; Sarith Vitery; Yolanda Soracipa; Diana Muñoz
Journal:  BMC Med Phys       Date:  2010-09-17

9.  Prospective study of heart rate variability and mortality in chronic heart failure: results of the United Kingdom heart failure evaluation and assessment of risk trial (UK-heart).

Authors:  J Nolan; P D Batin; R Andrews; S J Lindsay; P Brooksby; M Mullen; W Baig; A D Flapan; A Cowley; R J Prescott; J M Neilson; K A Fox
Journal:  Circulation       Date:  1998-10-13       Impact factor: 29.690

Review 10.  Sudden death.

Authors:  Antonio Bayés de Luna; Roberto Elosua
Journal:  Rev Esp Cardiol (Engl Ed)       Date:  2012-09-05
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