2025

Exploring the Mutual Information Rate Decomposition in Situations of Pathological Stress

New Frontiers in Statistics and Data Science | 2025 | incollection

C Barà

C Dias

L Faes

Y Antonacci

2024

Assessing Redundancy and Synergy in Brain-Heart Interactions: a Conditioning Approach

2024 13th Conference of the European Study Group on Cardiovascular Oscillations: Physiologically-Guided Signal Processing of Cardiovascular and Cerebrovascular Oscillations, ESGCO 2024 | 2024 | inproceedings

L Faes

R Vergara

Y Antonacci

2024

Autonomic Stress in Plateau Waves of Intracranial Pressure: Spectral Mutual Information Rate Analysis

2024 Ieee 22nd Mediterranean Electrotechnical Conference, Melecon 2024 | 2024 | inproceedings

C Dias

L Sparacino

R Pernice

Y Antonacci

2024

Testing dynamic correlations and nonlinearity in bivariate time series through information measures and surrogate data analysis

Frontiers in Network Physiology | 2024 | article

C Barà

D Gu

I Lazic

L Faes

R Pernice

Y Antonacci

2023

Assessing Information Transfer and Modification in Plateau Waves of Intracranial Pressure

2023 Ieee 7th Portuguese Meeting on Bioengineering, Enbeng | 2023 | inproceedings
2023

Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference | 2023 | article

Antonacci Y.

Bara C.

Faes L.

Javorka M.

Pernice R.

2022

Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control

Physiological Measurement | 2022 | article

L Faes

M Javorka

ME Silva

R Pernice

2021

Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations

2021 43rd Annual International Conference of the Ieee Engineering in Medicine & Biology Society (embc) | 2021 | inproceedings

C Amado

L Faes

M Javorka

ME Silva

R Pernice

2021

Assessing Transfer Entropy in cardiovascular and respiratory time series: a VARFI approach

Proceedings of Entropy 2021: the Scientific Tool of the 21st Century | 2021 | inproceedings

C Amado

L Faes

M Javorka

ME Silva

R Pernice