<abstract xmlns="http://www.w3.org/1999/xhtml"><p>The new methods of statistical analysis of heart rhythm were developed based on its generalized mathematical model in a form of random rhythm function, that allows to increase the informativeness and detailed analysis of heart rhythm in cardiovascular information systems. Three information criteria (BIC, AIC and AICc) were used to determine the cumulative distribution functions that best describe the sample and to assess the unknown parameters of distributions. The usage of the rhythm function to analyse heart rhythm allows to consider much better its time structure that is the basis to improve the accuracy of diagnosis of cardiac rhythm.</p></abstract>

The new methods of statistical analysis of heart rhythm were developed based on its generalized mathematical model in a form of random rhythm function, that allows to increase the informativeness and detailed analysis of heart rhythm in cardiovascular information systems. Three information criteria (BIC, AIC and AICc) were used to determine the cumulative distribution functions that best describe the sample and to assess the unknown parameters of distributions. The usage of the rhythm function to analyse heart rhythm allows to consider much better its time structure that is the basis to improve the accuracy of diagnosis of cardiac rhythm.

Statistical Analysis of Human Heart Rhythm with Increased Informativeness

Faculty of Computer Information Systems and Software Engineering

Ternopil Ivan Pul’uj National Technical University

Institute of Technological Systems of Information, Mechanical Engineering Faculty

Acta Mechanica et Automatica

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

{"article-title":"Statistical Analysis of Human Heart Rhythm with Increased Informativeness"}

The new methods of statistical analysis of heart rhythm were developed based on its generalized mathematical model in a form of random rhythm function, that...

Statistical Analysis of Human Heart Rhythm with Increased Informativeness

Published Online: Jan 03, 2019

Page range: 311 - 315

Received: Jul 10, 2018

Accepted: Dec 20, 2018

DOI: https://doi.org/10.2478/ama-2018-0047

Keywords
Mathematical Model, Heart Rhythm, Statistical Analysis, Diagnosis, Information System

© 2018 Serhii Lupenko et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Statistical Analysis of Human Heart Rhythm with Increased Informativeness

Published Online: Jan 03, 2019

Page range: 311 - 315

Received: Jul 10, 2018

Accepted: Dec 20, 2018

DOI: https://doi.org/10.2478/ama-2018-0047

KeywordsMathematical Model, Heart Rhythm, Statistical Analysis, Diagnosis, Information System

© 2018 Serhii Lupenko et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Keywords
Mathematical Model, Heart Rhythm, Statistical Analysis, Diagnosis, Information System