BARA', Chiara
BARA', Chiara
Ingegneria
A Method to Assess Granger Causality, Isolation and Autonomy in the Time and Frequency Domains: Theory and Application to Cerebrovascular Variability
2024-05-01 Sparacino, Laura; Antonacci, Yuri; Bara, Chiara; Valenti, Angela; Porta, Alberto; Faes, Luca
A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes
2022-12-01 Faes, Luca; Mijatovic, Gorana; Antonacci, Yuri; Pernice, Riccardo; Bara, Chiara; Sparacino, Laura; Sammartino, Marco; Porta, Alberto; Marinazzo, Daniele; Stramaglia, Sebastiano
A Signal Normalization Approach for Robust Driving Stress Assessment Using Multi-Domain Physiological Data
2025-10-28 Fruet, D.; Bara', C.; Pernice, R.; Iovino, M.; Faes, L.; Nollo, G.
Assessing Feature Importance in Cardiovascular Variability for the Classification of Physiological Stress
2025-08-01 Iovino, M.; Ontivero-Ortega, M.; Bara', C.; Stramaglia, S.; Javorka, M.; Pernice, R.; Faes, L.
Assessment of complexity and dynamical coupling between complex systems using Entropy Rate and Mutual Information Rate Measures: simulations and application to physiological data
2024-07-01 Riccardo Pernice, Chiara Bara', Yuri Antonacci, Luca Faes
Assessment of sex-related differences in cardiovascular control using high-order feature importance
2025-12-13 Ontivero-Ortega, M.; Iovino, M.; Pernice, R.; Bara', C.; Javorka, M.; Faes, L.; Stramaglia, S.
Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions
2023-03-16 Bara', Chiara; Sparacino, Laura; Pernice, Riccardo; Antonacci, Yuri; Porta, Alberto; Kugiumtzis, Dimitris; Faes, Luca
Comparison of entropy rate measures for the evaluation of time series complexity: Simulations and application to heart rate and respiratory variability
2024-01-01 Bara, Chiara; Pernice, Riccardo; Catania, Cristina Angela; Hilal, Mirvana; Porta, Alberto; Humeau-Heurtier, Anne; Faes, Luca
Comparison of Linear Model-Based and Nonlinear Model-Free Directional Coupling Measures: Analysis of Cardiovascular and Cardiorespiratory Interactions at Rest and During Physiological Stress
2024-01-01 Bara', Chiara; Pernice, Riccardo; Sparacino, Laura; Antonacci, Yuri; Javorka, Michal; Faes, Luca
Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions
2023-07-01 Pinto, H.; Antonacci, Y.; Pernice, R.; Bara, C.; Javorka, M.; Faes, L.; Rocha, A.P.
Exploring the Short-Term Memory of Heart Rate Variability through Model-Free Information Measures
2023-07-01 Mijatovic, Gorana; Bara, Chiara; Pernice, Riccardo; Loncar-Turukalo, Tatjana; Nollo, Giandomenico; Faes, Luca
Exploring the Predictability of EEG Signals Timed with the Heartbeat: A Model-Based Approach for the Temporal and Spatial Characterization of the Brain Dynamics
2024-01-01 Vergara, Valeria Rosalia; Bara, Chiara; Pernice, Riccardo; Zaccaro, Andrea; Ferri, Francesca; Faes, Luca; Antonacci, Yuri
Information-Theoretic Analysis of Cardio-Respiratory Interactions in Heart Failure Patients: Effects of Arrhythmias and Cardiac Resynchronization Therapy
2023-07-17 Platiša, Mirjana M.; Radovanović, Nikola N.; Pernice, Riccardo; Bara', Chiara; Pavlović, Siniša U.; Faes, Luca
Investigating Dynamic Brain-Heart Interactions during sleep with Information-Theoretic Measures
2024-11-29 Vergara, Valeria R.; Bara', Chiara; Jurysta, Fabrice; Faes, Luca; Antonacci, Yuri
Local and global measures of information storage for the assessment of heartbeat-evoked cortical responses
2023-08-14 Bara' Chiara; Zaccaro Andrea; Antonacci Yuri; Dalla Riva Matteo; Busacca Alessandro; Ferri Francesca; Faes Luca; Pernice Riccardo
Mutual Information Rate Decomposition as a Tool to Investigate Coupled Dynamical Systems: Estimation Approaches, Simulations and Application to Physiological Signals
2023-09-04 Luca Faes, Riccardo Pernice, Chiara Bara', Yuri Antonacci, Helder Pinto, Ana Paula Rocha
Role of Arterial Pressure Changes on the Time-Lagged Baroreflex Response
2024-11-29 Bara', Chiara; Antonacci, Yuri; Javorka, Michal; Faes, Luca
Spectral analysis of the beat-to-beat variability of arterial compliance
2022-10-09 Sparacino, Laura; Pernice, Riccardo; Bara, Chiara; Svec, David; Javorka, Michal; Faes, Luca
Spectral Information Dynamics of Cortical Signals Uncover the Hierarchical Organization of the Human Brain's Motor Network
2025-05-01 Antonacci, Y.; Bara, C.; Sparacino, L.; Pirovano, I.; Mastropietro, A.; Rizzo, G.; Faes, L.
Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis
2024-05-21 Pinto, Helder; Lazic, Ivan; Antonacci, Yuri; Pernice, Riccardo; Gu, Danlei; Bara, Chiara; Faes, Luca; Rocha, Ana Paula