Michal Javorka

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 23

Top Topics

Information Transfer

Short Term And Long Term

Top Venues

Medical Biol. Eng. Comput.

Publications

Hélder Pinto, Yuri Antonacci, Riccardo Pernice, Chiara Barà, Michal Javorka, Luca Faes, Ana Paula Rocha
Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions. EMBC (2023)
Gabriele Volpes, Chiara Barà, Alessandro Busacca, Salvatore Stivala, Michal Javorka, Luca Faes, Riccardo Pernice
Feasibility of Ultra-Short-Term Analysis of Heart Rate and Systolic Arterial Pressure Variability at Rest and during Stress via Time-Domain and Entropy-Based Measures. Sensors 22 (23) (2022)
Riccardo Pernice, Gabriele Volpes, Jana Cernanova Krohova, Michal Javorka, Alessandro Busacca, Luca Faes
. EMBC (2021)
Hélder Pinto, Riccardo Pernice, Celestino Amado, Maria Eduarda Silva, Michal Javorka, Luca Faes, Ana Paula Rocha
Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations. EMBC (2021)
Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors. Medical Biol. Eng. Comput. 59 (4) (2021)
Aurora L. R. Martins, Riccardo Pernice, Celestino Amado, Ana Paula Rocha, Maria Eduarda Silva, Michal Javorka, Luca Faes
Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series. Entropy 22 (3) (2020)
Davide Nuzzi, Luca Faes, Michal Javorka, Daniele Marinazzo, Sebastiano Stramaglia
Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability. EUSIPCO (2020)
Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept. EMBC (2019)
Luca Faes, Jana Krohova, Riccardo Pernice, Alessandro Busacca, Michal Javorka
A new Frequency Domain Measure of Causality based on Partial Spectral Decomposition of Autoregressive Processes and its Application to Cardiovascular Interactions. EMBC (2019)
Riccardo Pernice, Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Alessandro Busacca, Luca Faes
Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring. Medical Biol. Eng. Comput. 57 (6) (2019)
Fatima El-Hamad, Michal Javorka, Barbora Czippelova, Jana Krohova, Zuzana Turianikova, Alberto Porta, Mathias Baumert
Repolarization variability independent of heart rate during sympathetic activation elicited by head-up tilt. Medical Biol. Eng. Comput. 57 (8) (2019)
Jana Krohova, Luca Faes, Barbora Czippelova, Zuzana Turianikova, Nikoleta Mazgutova, Riccardo Pernice, Alessandro Busacca, Daniele Marinazzo, Sebastiano Stramaglia, Michal Javorka
Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress. Entropy 21 (5) (2019)
Riccardo Pernice, Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Alessandro Busacca, Luca Faes
A validity and reliability study of Conditional Entropy Measures of Pulse Rate Variability. EMBC (2019)
Riccardo Pernice, Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Alessandro Busacca
Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography. EMBC (2018)
Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Radovan Wiszt, Luca Faes
Towards understanding the complexity of cardiovascular oscillations: Insights from information theory. Comput. Biol. Medicine 98 (2018)
Luca Faes, Alberto Porta, Michal Javorka, Giandomenico Nollo
Efficient Computation of Multiscale Entropy over Short Biomedical Time Series Based on Linear State-Space Models. Complex. 2017 (2017)
Luca Faes, Alberto Porta, Giandomenico Nollo, Michal Javorka
Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks. Entropy 19 (1) (2017)
Martina Valente, Michal Javorka, Zuzana Turianikova, Barbora Czippelova, Jana Krohova, Giandomenico Nollo, Luca Faes
Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators. EMBC (2017)
Luca Faes, Giandomenico Nollo, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Michal Javorka
Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks. EMBC (2017)
Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Luca Faes
Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms. Medical Biol. Eng. Comput. 55 (2) (2017)
Dirk Cysarz, Friedrich Edelhäuser, Michal Javorka, Nicola Montano, Alberto Porta
A percentile-based coarse graining approach is helpful in symbolizing heart rate variability during graded head-up tilt. EMBC (2015)
Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Kamil Javorka, Mathias Baumert
Causal coherence analysis of cardiovascular variables in obese preadolescents and adolescents. EMBC (2015)
Barbora Czippelova, Lenka Chladekova, Zuzana Uhrikova, Kamil Javorka, Mirko Zibolen, Michal Javorka
Time irreversibility of heart rate oscillations in newborns - Does it reflect system nonlinearity? Biomed. Signal Process. Control. 19 (2015)
Michal Javorka, Barbora Czippelova, Lenka Chladekova, Zuzana Turianikova, Zuzana Visnovcova, Zuzana Lazarova, Kamil Javorka, Ingrid Tonhajzerova
Causality of Heart Rate - Blood Pressure Interactions during Mental and Orthostatic Stress. CinC (2014)
Zuzana Turianikova, Ingrid Tonhajzerova, Barbora Czippelova, Kamil Javorka, Zuzana Lazarova, Michal Javorka
Recurrence Quantification Analysis of Heart Rate and Blood Pressure Variability in Obese Children and Adolescents. CinC (2014)
Mathias Baumert, Barbora Czippelova, Anand Ganesan, Martin Schmidt, Sebastian Zaunseder, Michal Javorka
Entropy Analysis of RR and QT Interval Variability during Orthostatic and Mental Stress in Healthy Subjects. Entropy 16 (12) (2014)
Barbora Czippelova, Lenka Chladekova, Zuzana Turianikova, Ingrid Tonhajzerova, Kamil Javorka, Zuzana Uhrikova, Mirko Zibolen, Michal Javorka
Nonlinear Features of Neonatal Heart Rate Dynamics. CinC (2014)
Mathias Baumert, Andreas Voss, Michal Javorka
Compression based entropy estimation of heart rate variability on multiple time scales. EMBC (2013)
Michal Javorka, Ingrid Tonhajzerova, Barbora Czippelova, Zuzana Turianikova, Lenka Chladekova, Kamil Javorka
Granger Causality Analysis of Baroreflex in Obese Children and Adolescents. CinC (2013)
Mathias Baumert, Michal Javorka, Andrea Seeck, Renaldo Faber, Prashanthan Sanders, Andreas Voss
Multiscale entropy and detrended fluctuation analysis of QT interval and heart rate variability during normal pregnancy. Comput. Biol. Medicine 42 (3) (2012)
Lenka Chladekova, Zuzana Turianikova, Ingrid Tonhajzerova, Andrea Calkovska, Michal Javorka
Interdependence of sympathovagal balance and irreversibility of heart rate oscillations. EUSIPCO (2011)
Michal Javorka, Zuzana Lazarova, Ingrid Tonhajzerova, Zuzana Turianikova, Natasa Honzikova, Bohumil Fiser, Kamil Javorka, Mathias Baumert
Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches. Medical Biol. Eng. Comput. 49 (3) (2011)