A New Framework for the Time-and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes L Faes, G Mijatovic, Y Antonacci, R Pernice, C Barà, L Sparacino, ... IEEE Transactions on Signal Processing 70, 5766-5777, 2022 | 20 | 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 G Volpes, C Barà, A Busacca, S Stivala, M Javorka, L Faes, R Pernice Sensors 22 (23), 9149, 2022 | 12 | 2022 |
Resting state EEG directed functional connectivity unveils changes in motor network organization in subacute stroke patients after rehabilitation I Pirovano, A Mastropietro, Y Antonacci, C Barà, E Guanziroli, F Molteni, ... Frontiers in Physiology 13, 862207, 2022 | 12 | 2022 |
A Framework for the Time-and Frequency-Domain Assessment of High-Order Interactions in Brain and Physiological Networks L Faes, G Mijatovic, Y Antonacci, R Pernice, C Barà, L Sparacino, ... arXiv preprint arXiv:2202.04179, 2022 | 7 | 2022 |
Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions C Barà, L Sparacino, R Pernice, Y Antonacci, A Porta, D Kugiumtzis, ... Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (3), 033127, 2023 | 5 | 2023 |
Local and global measures of information storage for the assessment of heartbeat-evoked cortical responses C Barà, A Zaccaro, Y Antonacci, M Dalla Riva, A Busacca, F Ferri, L Faes, ... Biomedical Signal Processing and Control 86, 105315, 2023 | 4 | 2023 |
Assessment Of Driving Stress Through SVM And KNN Classifiers On Multi-Domain Physiological Data D Fruet, C Barà, R Pernice, L Faes, G Nollo 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 920-925, 2022 | 3 | 2022 |
Rehabilitation Modulates High-Order Interactions Among Large-Scale Brain Networks in Subacute Stroke I Pirovano, Y Antonacci, A Mastropietro, C Barà, L Sparacino, E Guanziroli, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 4549-4560, 2023 | 2 | 2023 |
Investigating the Heartbeat-evoked cortical responses through parametric Time-Varying Information Measures Y Antonacci, C Barà, A Zaccaro, F Ferri, L Augugliaro, L Faes 2022 12th Conference of the European Study Group on Cardiovascular …, 2022 | 2 | 2022 |
Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Linear Parametric Analysis R Pernice, L Sparacino, C Barà, Y Antonacci, L Faes 2022 12th Conference of the European Study Group on Cardiovascular …, 2022 | 2 | 2022 |
Analysis of Cardiac Pulse Arrival Time Series at Rest and during Physiological Stress C Barà, R Pernice, L Sparacino, Y Antonacci, M Javorka, L Faes 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 926-931, 2022 | 2 | 2022 |
A method to assess Granger causality, isolation and autonomy in the time and frequency domains: theory and application to cerebrovascular variability L Sparacino, Y Antonacci, C Barà, A Valenti, A Porta, L Faes IEEE Transactions on Biomedical Engineering, 2023 | 1 | 2023 |
Information-Theoretic Analysis of Cardio-Respiratory Interactions in Heart Failure Patients: Effects of Arrhythmias and Cardiac Resynchronization Therapy MM Platiša, NN Radovanović, R Pernice, C Barà, SU Pavlović, L Faes Entropy 25 (7), 1072, 2023 | 1 | 2023 |
Feasibility of Ultra-short Term Complexity Analysis of Heart Rate Variability in Resting State and During Orthostatic Stress G Volpes, C Barà, S Valenti, M Javorka, A Busacca, L Faes, R Pernice 2022 12th Conference of the European Study Group on Cardiovascular …, 2022 | 1 | 2022 |
A method to Quantify Memory Utilization of Heartbeat Dynamics in Continuous Time G Mijatovic, C Barà, T Loncar-Turukalo, L Faes 2022 12th Conference of the European Study Group on Cardiovascular …, 2022 | 1 | 2022 |
Time-Varying Information Measures: An Adaptive Estimation of Information Storage with Application to Brain-Heart Interactions Y Antonacci, C Barà, A Zaccaro, F Ferri, R Pernice, L Faes Frontiers in Network Physiology 3, 1242505, 0 | 1 | |
A method to assess linear self-predictability of physiologic processes in the frequency domain: application to beat-to-beat variability of arterial compliance L Sparacino, Y Antonacci, C Barà, D Švec, M Javorka, L Faes Frontiers in Network Physiology 4, 1346424, 2024 | | 2024 |
Exploring the Predictability of EEG Signals Timed with the Heartbeat: A Model-Based Approach for the Temporal and Spatial Characterization of the Brain Dynamics VR Vergara, C Bara, R Pernice, A Zaccaro, F Ferri, L Faes, Y Antonacci Mediterranean Conference on Medical and Biological Engineering and Computing …, 2023 | | 2023 |
Comparison of Linear Model-Based and Nonlinear Model-Free Directional Coupling Measures: Analysis of Cardiovascular and Cardiorespiratory Interactions at Rest and During … C Barà, R Pernice, L Sparacino, Y Antonacci, M Javorka, L Faes Mediterranean Conference on Medical and Biological Engineering and Computing …, 2023 | | 2023 |
Mutual Information Rate Decomposition as a Tool to Investigate Coupled Dynamical Systems: Estimation Approaches, Simulations and Application to Physiological Signals L Faes, R Pernice, C Bara, Y Antonacci, H Pinto, AP Rocha Book of Abstracts of XLIII Dynamics Days Europe 2023, 55-56, 2023 | | 2023 |