Michal Javorka

35 papers Journal 16Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Direct causality measures unravel complex networks of cardiovascular dynamics and their modifications with postural stress. PLoS Comput. Biol. Chiara Barà, Laura Sparacino, Luca Faes, Michal Javorka
2025	—	`conf`	Assessing Feature Importance in Cardiovascular Variability for the Classification of Physiological Stress. COINS Marta Iovino, Marlis Ontivero-Ortega, Chiara Barà, Sebastiano Stramaglia, Michal Javorka, Riccardo Pernice, Luca Faes
2025	J	`jnl`	Network Representation of Higher-Order Interactions Based on Information Dynamics. IEEE Trans. Netw. Sci. Eng. Gorana Mijatovic, Yuri Antonacci, Michal Javorka, Daniele Marinazzo, Sebastiano Stramaglia, Luca Faes
2023	—	`conf`	Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions. EMBC Hélder Pinto, Yuri Antonacci, Riccardo Pernice, Chiara Barà, Michal Javorka, Luca Faes, Ana Paula Rocha
2022	J	`jnl`	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 Gabriele Volpes, Chiara Barà, Alessandro Busacca, Salvatore Stivala, Michal Javorka, Luca Faes, Riccardo Pernice
2021	—	`conf`	Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations. EMBC Hélder Pinto, Riccardo Pernice, Celestino Amado, Maria Eduarda Silva, Michal Javorka, Luca Faes, Ana Paula Rocha
2021	—	`conf`	Feasibility of Linear Parametric Estimation of Dynamic Information Measures to assess Physiological Stress from Short-Term Cardiovascular Variability EMBC Riccardo Pernice, Gabriele Volpes, Jana Cernanova Krohova, Michal Javorka, Alessandro Busacca, Luca Faes
2021	J	`jnl`	Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors. Medical Biol. Eng. Comput. Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
2020	—	`conf`	Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability. EUSIPCO Davide Nuzzi, Luca Faes, Michal Javorka, Daniele Marinazzo, Sebastiano Stramaglia
2020	J	`jnl`	Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series. Entropy Aurora L. R. Martins, Riccardo Pernice, Celestino Amado, Ana Paula Rocha, Maria Eduarda Silva, Michal Javorka, Luca Faes
2019	—	`conf`	A new Frequency Domain Measure of Causality based on Partial Spectral Decomposition of Autoregressive Processes and its Application to Cardiovascular Interactions. EMBC Luca Faes, Jana Krohova, Riccardo Pernice, Alessandro Busacca, Michal Javorka
2019	—	`conf`	A validity and reliability study of Conditional Entropy Measures of Pulse Rate Variability. EMBC Riccardo Pernice, Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Alessandro Busacca, Luca Faes
2019	J	`jnl`	Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring. Medical Biol. Eng. Comput. Riccardo Pernice, Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Alessandro Busacca, Luca Faes
2019	J	`jnl`	Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress. Entropy Jana Krohova, Luca Faes, Barbora Czippelova, Zuzana Turianikova, Nikoleta Mazgutova, Riccardo Pernice, Alessandro Busacca, Daniele Marinazzo, Sebastiano Stramaglia, Michal Javorka
2019	—	`conf`	Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept. EMBC Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
2019	J	`jnl`	Repolarization variability independent of heart rate during sympathetic activation elicited by head-up tilt. Medical Biol. Eng. Comput. Fatima El-Hamad, Michal Javorka, Barbora Czippelova, Jana Krohova, Zuzana Turianikova, Alberto Porta, Mathias Baumert
2018	—	`conf`	Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography. EMBC Riccardo Pernice, Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Alessandro Busacca
2018	J	`jnl`	Towards understanding the complexity of cardiovascular oscillations: Insights from information theory. Comput. Biol. Medicine Michal Javorka, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Radovan Wiszt, Luca Faes
2017	—	`conf`	Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators. EMBC Martina Valente, Michal Javorka, Zuzana Turianikova, Barbora Czippelova, Jana Krohova, Giandomenico Nollo, Luca Faes
2017	J	`jnl`	Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms. Medical Biol. Eng. Comput. Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Luca Faes
2017	J	`jnl`	Efficient Computation of Multiscale Entropy over Short Biomedical Time Series Based on Linear State-Space Models. Complex. Luca Faes, Alberto Porta, Michal Javorka, Giandomenico Nollo
2017	J	`jnl`	Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks. Entropy Luca Faes, Alberto Porta, Giandomenico Nollo, Michal Javorka
2017	—	`conf`	Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks. EMBC Luca Faes, Giandomenico Nollo, Jana Krohova, Barbora Czippelova, Zuzana Turianikova, Michal Javorka
2015	—	`conf`	A percentile-based coarse graining approach is helpful in symbolizing heart rate variability during graded head-up tilt. EMBC Dirk Cysarz, Friedrich Edelhäuser, Michal Javorka, Nicola Montano, Alberto Porta
2015	—	`conf`	Causal coherence analysis of cardiovascular variables in obese preadolescents and adolescents. EMBC Michal Javorka, Barbora Czippelova, Zuzana Turianikova, Zuzana Lazarova, Ingrid Tonhajzerova, Kamil Javorka, Mathias Baumert
2015	J	`jnl`	Time irreversibility of heart rate oscillations in newborns - Does it reflect system nonlinearity? Biomed. Signal Process. Control. Barbora Czippelova, Lenka Chladekova, Zuzana Uhrikova, Kamil Javorka, Mirko Zibolen, Michal Javorka
2014	—	`conf`	Causality of Heart Rate - Blood Pressure Interactions during Mental and Orthostatic Stress. CinC Michal Javorka, Barbora Czippelova, Lenka Chladekova, Zuzana Turianikova, Zuzana Visnovcova, Zuzana Lazarova, Kamil Javorka, Ingrid Tonhajzerova
2014	J	`jnl`	Entropy Analysis of RR and QT Interval Variability during Orthostatic and Mental Stress in Healthy Subjects. Entropy Mathias Baumert, Barbora Czippelova, Anand N. Ganesan, Martin Schmidt, Sebastian Zaunseder, Michal Javorka
2014	—	`conf`	Nonlinear Features of Neonatal Heart Rate Dynamics. CinC Barbora Czippelova, Lenka Chladekova, Zuzana Turianikova, Ingrid Tonhajzerova, Kamil Javorka, Zuzana Uhrikova, Mirko Zibolen, Michal Javorka
2014	—	`conf`	Recurrence Quantification Analysis of Heart Rate and Blood Pressure Variability in Obese Children and Adolescents. CinC Zuzana Turianikova, Ingrid Tonhajzerova, Barbora Czippelova, Kamil Javorka, Zuzana Lazarova, Michal Javorka
2013	—	`conf`	Compression based entropy estimation of heart rate variability on multiple time scales. EMBC Mathias Baumert, Andreas Voss, Michal Javorka
2013	—	`conf`	Granger Causality Analysis of Baroreflex in Obese Children and Adolescents. CinC Michal Javorka, Ingrid Tonhajzerova, Barbora Czippelova, Zuzana Turianikova, Lenka Chladekova, Kamil Javorka
2012	J	`jnl`	Multiscale entropy and detrended fluctuation analysis of QT interval and heart rate variability during normal pregnancy. Comput. Biol. Medicine Mathias Baumert, Michal Javorka, Andrea Seeck, Renaldo Faber, Prashanthan Sanders, Andreas Voss
2011	J	`jnl`	Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches. Medical Biol. Eng. Comput. Michal Javorka, Zuzana Lazarova, Ingrid Tonhajzerova, Zuzana Turianikova, Natasa Honzikova, Bohumil Fiser, Kamil Javorka, Mathias Baumert
2011	—	`conf`	Interdependence of sympathovagal balance and irreversibility of heart rate oscillations. EUSIPCO Lenka Chladekova, Zuzana Turianikova, Ingrid Tonhajzerova, Andrea Calkovska, Michal Javorka