Key result
An exponential mathematical law applied to 16-hour electrocardiographic records achieved 100% sensitivity and specificity (Kappa=1) for diagnosing pathological cardiac dynamics.
Why the study?
Does an exponential mathematical law based on dynamic systems accurately diagnose normal and pathological cardiac dynamics in 16 hours compared to conventional diagnosis?
Observational (n=180)
Does an exponential mathematical law based on dynamic systems accurately diagnose normal and pathological cardiac dynamics in 16 hours compared to conventional diagnosis?
Effect estimate: Kappa 1
An exponential mathematical law applied to 16-hour electrocardiographic records can accurately distinguish between normal and pathological cardiac dynamics with 100% sensitivity and specificity.
Should not yet change diagnostic practice; leaves open validation of exponential laws for cardiac dynamics in larger cohorts.
Objective To confirm the applicability of an exponential mathematical law based on dynamic systems in the evaluation of cardiac dynamics, reducing the time of evaluation from 21 to 16 h, as has been achieved in the area of cardiology by developing innovative diagnostic methodologies that allow us to establish differences between normal and pathological cardiac dynamics. Material and methods Starting from 180 ambulatory and continuous electrocardiographic records between normal and pathological patients, a heart rate sequence was simulated for 16 and 21 h with values of heart rate and beats per hour of each record, to construct the attractor of each dynamic. Later, the fractal dimension of each attractor and its occupation in the generalized space of Box-Counting was calculated. Finally, the mathematical diagnosis was determined at 16 and 21 h and sensitivity, specificity and Kappa coefficient were calculated respectively to the conventional diagnostic taken as the gold standard. Results It was possible to establish that the values between 206 and 349 for the Kp grid were associated with normal diagnoses, while values between 36 and 194 were related to disease in 16 h. Sensitivity and specificity were 100%, and the Kappa coefficient was 1. Conclusion The application of the exponential mathematical law to electrocardiographic registers in 16 h allowed us to establish correct diagnoses of clinical applicability.
No takes yet. Share an insight, caveat, or question.
Rodríguez et al. (2017) conducted an observational in Pathological cardiac dynamics (n=180). Exponential mathematical law evaluation vs. Conventional diagnostic (gold standard) was evaluated on Diagnostic sensitivity and specificity (Kappa 1). An exponential mathematical law applied to 16-hour electrocardiographic records achieved 100% sensitivity and specificity (Kappa=1) for diagnosing pathological cardiac dynamics.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: