Wavelet transform procedure as the basis for complete automatic interpretation of the cardiac cycle phase structure
| Autor: | Konstantine K. Mamberger, Vladimir N. Fedorov |
|---|---|
| Rok vydání: | 2012 |
| Předmět: |
Structure (mathematical logic)
Mathematical optimization Engineering Cardiac cycle Basis (linear algebra) ECG business.industry lcsh:R Phase (waves) lcsh:Medicine Wavelet transform Pattern recognition hemodynamics Interpretation (model theory) Maxima and minima cardiology cardiometry System parameters Artificial intelligence Cardiology and Cardiovascular Medicine business wavelet transform |
| Zdroj: | Cardiometry, Iss 1, Pp 125-131 (2012) |
| ISSN: | 2304-7232 |
| DOI: | 10.12710/cardiometry.2012.1.125131 |
| Popis: | Aims The article aims at describing the basic principles of cardiometry – a fundamentally new scientific field which enables the accurate measurement of cardiovascular system parameters. Materials and methods Cardiometry is based on the mathematical model of hemodynamic processes. The model is described by G. Poyedintsev and O. Voronova equations. The variable values in these equations are the cardiac cycle phase durations recorded on the ECG. Results An innovative mathematical model of hemodynamics providing the creation of an innovative indirect method of cardiovascular system parameters measurement was developed. The ECG processing is performed by means of the wavelet transform for detecting the boundaries of the cardiac cycle phases. Conclusion The innovative method of cardiovascular system diagnostics enables to measure 7 main hemodynamic parameters using noninvasive technology for qualitative evaluation of 12 functions of cardiovascular system performance and general assessment of coronary flow status. One of the problems the model of hemodynamics deals with is identifying the boundaries of the cardiac cycle phases. To identify the boundaries of the cardiac cycle phases the method of finding the extrema on the initial ECG and the differentiated ECG basing on the wavelet transform was used. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|