Michal Javorka

Orcid: 0000-0001-7562-5193

According to our database1, Michal Javorka authored at least 32 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
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, 2022

2021
Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors.
Medical Biol. Eng. Comput., 2021

Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Feasibility of Linear Parametric Estimation of Dynamic Information Measures to assess Physiological Stress from Short-Term Cardiovascular Variability <sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series.
Entropy, 2020

Inclusion of Instantaneous Influences in the Spectral Decomposition of Causality: Application to the Control Mechanisms of Heart Rate Variability.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring.
Medical Biol. Eng. Comput., 2019

Repolarization variability independent of heart rate during sympathetic activation elicited by head-up tilt.
Medical Biol. Eng. Comput., 2019

Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress.
Entropy, 2019

A validity and reliability study of Conditional Entropy Measures of Pulse Rate Variability.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A new Frequency Domain Measure of Causality based on Partial Spectral Decomposition of Autoregressive Processes and its Application to Cardiovascular Interactions.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Towards understanding the complexity of cardiovascular oscillations: Insights from information theory.
Comput. Biol. Medicine, 2018

Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms.
Medical Biol. Eng. Comput., 2017

Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks.
Entropy, 2017

Efficient Computation of Multiscale Entropy over Short Biomedical Time Series Based on Linear State-Space Models.
Complex., 2017

Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2015
Time irreversibility of heart rate oscillations in newborns - Does it reflect system nonlinearity?
Biomed. Signal Process. Control., 2015

Causal coherence analysis of cardiovascular variables in obese preadolescents and adolescents.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A percentile-based coarse graining approach is helpful in symbolizing heart rate variability during graded head-up tilt.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Entropy Analysis of RR and QT Interval Variability during Orthostatic and Mental Stress in Healthy Subjects.
Entropy, 2014

Recurrence Quantification Analysis of Heart Rate and Blood Pressure Variability in Obese Children and Adolescents.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Causality of Heart Rate - Blood Pressure Interactions during Mental and Orthostatic Stress.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Nonlinear Features of Neonatal Heart Rate Dynamics.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Compression based entropy estimation of heart rate variability on multiple time scales.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Granger Causality Analysis of Baroreflex in Obese Children and Adolescents.
Proceedings of the Computing in Cardiology, 2013

2012
Multiscale entropy and detrended fluctuation analysis of QT interval and heart rate variability during normal pregnancy.
Comput. Biol. Medicine, 2012

2011
Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches.
Medical Biol. Eng. Comput., 2011

Interdependence of sympathovagal balance and irreversibility of heart rate oscillations.
Proceedings of the 19th European Signal Processing Conference, 2011


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