My work
scientific interests
- Time series analysis of cardiovascular data for risk startification, diagnostic applications – by nonlinear methods
- Autonomic balance and disfunctions in cardiological disease
- Causality and coupling in physiological signals
- Stochastic processes in modeling and analysis of biomedical data
- Statistics in medicine
- ...
Publications and conferences are listed: here
academy:
examples of tutoried bachelor (B) and master (M) theses
- Stochastic models of the dynamics of time series with persistent noise (B)
- Application of markers of time irreversibility to physiological data (B)
- Quantitative description of fertilization-induced Ca2+ oscillations in mice oocytes (B)
- Methods of multivariate analysis in the classification of cardiac patients (B)
- Methods for complementing missing values in time series and statistical datasets (B)
- The influence of heart rate on the mechanical properties of the left ventricle in the pressure-volume loops representation (M)
- Analysis of return intervals fluctuations in heart rate variability recordings with arrhythmias (M)
- Parametrization of outlying events in pathological recordings of heart rate variability (M)
- Cardioventilatory coupling strength during low physical effort (M)
- Symbolic dynamics approach for casualty assessment in physiological records (M)
- Estimation of adaptation level to physical effort using regeneration phase (M)
Theses in Polish are given here
students: academic year 2019/20
Winter semester
- Physics 1: lectures and calculation classes for Biomedical Engineering
- Physics 2: lecture & calculation classes for Biomedical Engineering
- Mathematical methods in physics: calculation classes
- Biophysics with elements of biochemistry: lecture for Medical Physics
Summer semester
Questions? I would be pleased to answer your questions.
Contact:
Faculty of Physics, Warsaw University of Technology
Koszykowa 75
00-662 Warszawa
room 136
e-mail: monika.petelczyc@pw.edu.pl