Hybrid modeling of biomedical systems and measuring nonlinear characteristics of biosignals for improving quality of life

• Autorzy: Darowski M. , Klonowski W. , Kozarski M. , Ferrari G. , Zieliński K. , Stępień R.
• Języki publikacji: EN

Abstrakty

EN

The main purpose of this paper is to present some metrological aspects of the new concept of hybrid modeling (combined physical and in silico) of biological systems as well as possible applications of nonlinear (symbolic) biosignal analysis for improving quality of life through modeling and knowledge-based measurements in medicine.

Słowa kluczowe

EN

hybrid modeling; modeling errors; virtual instruments; nonlinear dynamics; biosignal analysis

• Wydawca: Komitet Metrologii i Aparatury Naukowej PAN
• Czasopismo: Metrology and Measurement Systems
• Rocznik: 2007
• Tom: Vol. 14, nr 1
• Strony: 89--100
• Opis fizyczny: Bibliogr. 5 poz., rys., wykr.

Twórcy

autor

Darowski M.

autor

Klonowski W.

autor

Kozarski M.

autor

Ferrari G.

autor

Zieliński K.

autor

Stępień R.

• Polish Academy of Sciences (IBIB PAN), Institute of Biocybernetics and Biomedical Engineering, Warsaw, Poland,

Bibliografia

• 1. Ferrari G., Kozarski M., De Lazzari C., Gorczynska K., Mimmo R., Guaragno M., Tosti G., Darowski M.: Modeling of cardiovascular system: development of a hybrid (numerical-physical) model, Int. J. Art. Organs, vol. 26, no. 12, pp. 1104-14, 2003.
• 2. Klonowski W.: Chaotic dynamics applied to signal complexity in phase space and in time domain. Chaos, Solitons and Fractals, 14, pp. 1379-1387, 2002.
• 3. Klonowski W., Olejarczyk E., Stepien R., Voroneckas G., Alonderis A., Zemaityte D.: Fractal and Symbolic Analysis of Heart Rate Variability and Sleep Staging. IFMBE Proc., vol. 11, 2005, ISSN: 1727-1983, paper 1944F, 3rd European Medical & Biological Engineering Conference EMBEC´05, Prague, Czech Republic, 20-25 November, 2005.
• 4. Stepien R.: Nonlinear symbolic analysis of biosignals. Biocybernetics and Biomedical Engineering, submitted.
• 5. Sagawa K., Maughan L., Suga H., Sunagawa K.: Cardiac contraction and the pressure-volume relationship, Oxford University Press, New York, 1988.