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LUCA FAES

Curriculum e ricerca

Insegnamenti

Anno accademico Codice della materia Nome della materia CFU Corso di studi
2023/2024 21978 BIOMEDICAL SENSORS AND EQUIPMENT 9 INGEGNERIA ELETTRONICA E DELLE TELECOMUNICAZIONI
2023/2024 21978 BIOMEDICAL SENSORS AND EQUIPMENT 9 INGEGNERIA ELETTRONICA
2023/2024 17872 SENSORI 6 INGEGNERIA CIBERNETICA
2023/2024 18412 SENSORI E STRUMENTAZIONE BIOMEDICA 9 INGEGNERIA BIOMEDICA
2023/2024 21234 STATISTICAL ANALYSIS OF BIOMEDICAL SIGNALS 6 ELECTRONICS ENGINEERING
2023/2024 21234 STATISTICAL ANALYSIS OF BIOMEDICAL SIGNALS 9 INGEGNERIA BIOMEDICA

Pubblicazioni

Data Titolo Tipologia Scheda
2024 Classification of Physiological States Through Machine Learning Algorithms Applied to Ultra-Short-Term Heart Rate and Pulse Rate Variability Indices on a Single-Feature Basis Capitolo o Saggio Vai
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 Capitolo o Saggio Vai
2024 Comparison of Linear Model-Based and Nonlinear Model-Free Directional Coupling Measures: Analysis of Cardiovascular and Cardiorespiratory Interactions at Rest and During Physiological Stress Capitolo o Saggio Vai
2023 On the Different Abilities of Cross-Sample Entropy and K-Nearest-Neighbor Cross-Unpredictability in Assessing Dynamic Cardiorespiratory and Cerebrovascular Interactions Articolo in rivista Vai
2023 Statistical Approaches to Identify Pairwise and High-Order Brain Functional Connectivity Signatures on a Single-Subject Basis Articolo in rivista Vai
2023 Gradients of O-information: Low-order descriptors of high-order dependencies Articolo in rivista Vai
2023 Concomitant evaluation of cardiovascular and cerebrovascular controls via Geweke spectral causality to assess the propensity to postural syncope Articolo in rivista Vai
2023 Exploring the Short-Term Memory of Heart Rate Variability through Model-Free Information Measures Contributo in atti di convegno pubblicato in volume Vai
2023 Decomposing the Mutual Information Rate of Heart Period and Respiration Variability Series to Assess Cardiorespiratory Interactions Contributo in atti di convegno pubblicato in volume Vai
2023 Wearable Multisensor Ring-Shaped Probe for Assessing Stress and Blood Oxygenation: Design and Preliminary Measurements Articolo in rivista Vai
2023 Local and global measures of information storage for the assessment of heartbeat-evoked cortical responses Articolo in rivista Vai
2023 A Method to Assess Granger Causality, Isolation and Autonomy in the Time and Frequency Domains: Theory and Application to Cerebrovascular Variability Articolo in rivista Vai
2023 Assessment of cerebral autoregulation in patients undergoing anaesthesia with propofol: a comparison among spontaneous variability methods Contributo in atti di convegno pubblicato in volume Vai
2023 Comparison of Machine Learning Approaches for Physiological States Classification Using Heart Rate and Pulse Rate Variability Indices Contributo in atti di convegno pubblicato in volume Vai
2023 Time-varying information measures: an adaptive estimation of information storage with application to brain-heart interactions Articolo in rivista Vai
2023 Mutual Information Rate Decomposition as a Tool to Investigate Coupled Dynamical Systems: Estimation Approaches, Simulations and Application to Physiological Signals Abstract in atti di convegno pubblicato in volume Vai
2023 Rehabilitation Modulates High-Order Interactions Among Large-Scale Brain Networks in Subacute Stroke Articolo in rivista Vai
2023 Information-Theoretic Analysis of Cardio-Respiratory Interactions in Heart Failure Patients: Effects of Arrhythmias and Cardiac Resynchronization Therapy Articolo in rivista Vai
2023 Granger Causality Analysis of Transient Calcium Dynamics in the Honey Bee Antennal Lobe Network Articolo in rivista Vai
2023 Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions Articolo in rivista Vai
2023 Connectivity Analysis in EEG Data: A Tutorial Review of the State of the Art and Emerging Trends Articolo in rivista Vai
2022 Exploring metrics for the characterization of the cerebral autoregulation during head-up tilt and propofol general anesthesia Articolo in rivista Vai
2022 Frequency Domain Information Decomposition: Application to Plateau Waves of Intracranial Pressure Contributo in atti di convegno pubblicato in volume Vai
2022 Investigating the Heartbeat-evoked cortical responses through parametric Time-Varying Information Measures Contributo in atti di convegno pubblicato in volume Vai
2022 Measuring the Amount of Concomitant Firing during Neural Development Contributo in atti di convegno pubblicato in volume Vai
2022 Comparison between directed causal flow metrics for the assessment of resting-state EEG motor network connectivity in subacute stroke patients Contributo in atti di convegno pubblicato in volume Vai
2022 Entropy Analysis of Univariate Biomedical Signals: Review and Comparison of Methods Capitolo o Saggio Vai
2022 Input for baroreflex analysis: which blood pressure signal should be used? Articolo in rivista Vai
2022 Dynamic cerebrovascular autoregulation in patients prone to postural syncope: Comparison of techniques assessing the autoregulation index from spontaneous variability series Articolo in rivista Vai
2022 Measuring the Rate of Information Exchange in Point-Process Data With Application to Cardiovascular Variability Articolo in rivista Vai
2022 Categorizing the Role of Respiration in Cardiovascular and Cerebrovascular Variability Interactions Articolo in rivista Vai
2022 Assessment Of Driving Stress Through SVM And KNN Classifiers On Multi-Domain Physiological Data Contributo in atti di convegno pubblicato in volume Vai
2022 Low-invasive multisensor real-time acquisition system for the assessment of cardiorespiratory and skin conductance parameters Contributo in atti di convegno pubblicato in volume Vai
2022 Resting State EEG Directed Functional Connectivity Unveils Changes in Motor Network Organization in Subacute Stroke Patients After Rehabilitation Articolo in rivista Vai
2022 Pairwise and higher-order measures of brain-heart interactions in children with temporal lobe epilepsy Articolo in rivista Vai
2022 Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component Networks Capitolo o Saggio Vai
2022 Analysis of Cardiac Pulse Arrival Time Series at Rest and during Physiological Stress Contributo in atti di convegno pubblicato in volume Vai
2022 Information Dynamics of Electric Field Intensity before and during the COVID-19 Pandemic Articolo in rivista Vai
2022 A portable multisensor system to assess cardiorespiratory interactions through photoplethysmography Contributo in atti di convegno pubblicato in volume Vai
2022 Spectral decomposition of cerebrovascular and cardiovascular interactions in patients prone to postural syncope and healthy controls Articolo in rivista Vai
2022 A silicon photomultiplier-based analog front-end for DC component rejection and pulse wave recording in photoplethysmographic applications Contributo in atti di convegno pubblicato in volume Vai
2022 Adaptive scheduling of acceleration and gyroscope for motion artifact cancelation in photoplethysmography Articolo in rivista Vai
2022 Transfer Entropy Analysis of Pulse Arrival Time - Heart Period Interactions during Physiological Stress Contributo in atti di convegno pubblicato in volume Vai
2022 Spectral analysis of the beat-to-beat variability of arterial compliance Contributo in atti di convegno pubblicato in volume Vai
2022 Multiscale partial information decomposition of dynamic processes with short and long-range correlations: theory and application to cardiovascular control Articolo in rivista Vai
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 Articolo in rivista Vai
2022 Feasibility of Ultra-short Term Complexity Analysis of Heart Rate Variability in Resting State and During Orthostatic Stress Contributo in atti di convegno pubblicato in volume Vai
2022 Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Linear Parametric Analysis Contributo in atti di convegno pubblicato in volume Vai
2022 Quantifying High-Order Interactions in Cardiovascular and Cerebrovascular Networks Contributo in atti di convegno pubblicato in volume Vai
2022 Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Non-linear Model-free Analysis Contributo in atti di convegno pubblicato in volume Vai
2022 A New Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Networks of Random Processes Articolo in rivista Vai
2021 Multivariate Correlation Measures Reveal Structure and Strength of Brain–Body Physiological Networks at Rest and During Mental Stress Articolo in rivista Vai
2021 Correlation between Baroreflex Sensitivity and Cerebral Autoregulation Index in Healthy Subjects Contributo in atti di convegno pubblicato in volume Vai
2021 Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors Articolo in rivista Vai
2021 Testing different methodologies for Granger causality estimation: A simulation study Contributo in atti di convegno pubblicato in volume Vai
2021 Information-theoretic characterization of concurrent activity of neural spike trains Contributo in atti di convegno pubblicato in volume Vai
2021 Inclusion of instantaneous influences in the spectral decomposition of causality: Application to the control mechanisms of heart rate variability Contributo in atti di convegno pubblicato in volume Vai
2021 Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation Articolo in rivista Vai
2021 An Information-Theoretic Framework to Measure the Dynamic Interaction between Neural Spike Trains Articolo in rivista Vai
2021 Estimation of Granger causality through Artificial Neural Networks: applications to physiological systems and chaotic electronic oscillators Articolo in rivista Vai
2021 Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics Articolo in rivista Vai
2021 Assessing Transfer Entropy in cardiovascular and respiratory time series: A VARFI approach Abstract in atti di convegno pubblicato in volume Vai
2021 Comparison of frequency domain measures based on spectral decomposition for spontaneous baroreflex sensitivity assessment after Acute Myocardial Infarction Articolo in rivista Vai
2021 Measuring the Rate of Information Transfer in Point-Process Data: Application to Cardiovascular Interactions Contributo in atti di convegno pubblicato in volume Vai
2021 A new Framework for the Spectral Information Decomposition of Multivariate Gaussian Processes Contributo in atti di convegno pubblicato in volume Vai
2021 Information decomposition in the frequency domain: a new framework to study cardiovascular and cardiorespiratory oscillations Articolo in rivista Vai
2021 Mutual Information Analysis of Brain-Heart Interactions in Epileptic Children Contributo in atti di convegno pubblicato in volume Vai
2021 Extending the spectral decomposition of Granger causality to include instantaneous influences: application to the control mechanisms of heart rate variability Articolo in rivista Vai
2021 Measuring High-Order Interactions in Rhythmic Processes through Multivariate Spectral Information Decomposition Articolo in rivista Vai
2021 Inferring directionality of coupled dynamical systems using Gaussian process priors: Application on neurovascular systems Articolo in rivista Vai
2021 Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations Contributo in atti di convegno pubblicato in volume Vai
2021 Feasibility of Linear Parametric Estimation of Dynamic Information Measures to assess Physiological Stress from Short-Term Cardiovascular Variability Contributo in atti di convegno pubblicato in volume Vai
2021 A Measure of Concurrent Neural Firing Activity Based on Mutual Information Articolo in rivista Vai
2021 Advanced computation in cardiovascular physiology: New challenges and opportunities Nota o commento Vai
2021 Complexity and Nonlinearity Analysis of the Time Series of Electric Field Intensity Contributo in atti di convegno pubblicato in volume Vai
2021 Local Granger causality Articolo in rivista Vai
2020 Respiratory Sinus Arrhythmia Mechanisms in Young Obese Subjects Articolo in rivista Vai
2020 Reliability of Local Activation Waves Features to Characterize Paroxysmal Atrial Fibrillation Substrate during Sinus Rhythm Contributo in atti di convegno pubblicato in rivista Vai
2020 Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series Articolo in rivista Vai
2020 Information Transfer in Linear Multivariate Processes Assessed through Penalized Regression Techniques: Validation and Application to Physiological Networks Articolo in rivista Vai
2020 Information Dynamics Analysis: A new approach based on Sparse Identification of Linear Parametric Models Contributo in atti di convegno pubblicato in volume Vai
2020 Redundancy and synergy in interactions among basic cardiovascular oscillations Contributo in atti di convegno pubblicato in volume Vai
2020 Partial Information Decomposition in the Frequency Domain: Application to Control Mechanisms of Heart Rate Variability at Rest and during Postural Stress Contributo in atti di convegno pubblicato in volume Vai
2020 Information-Theoretic Analysis of Cardiorespiratory Interactions during Apneic Events in Sleep Contributo in atti di convegno pubblicato in volume Vai
2020 An Empirical Mode Decomposition Approach to Assess the Strength of Heart Period-Systolic Arterial Pressure Variability Interactions Contributo in atti di convegno pubblicato in volume Vai
2020 Model-Based Transfer Entropy Analysis of Brain-Body Interactions with Penalized regression techniques Contributo in atti di convegno pubblicato in volume Vai
2020 Causal and Non-Causal Frequency Domain Assessment of Spontaneous Baroreflex Sensitivity after Myocardial Infarction Contributo in atti di convegno pubblicato in volume Vai
2020 Vector Autoregressive Fractionally Integrated Models to Assess Multiscale Complexity in Cardiovascular and Respiratory Time Series Contributo in atti di convegno pubblicato in volume Vai
2020 Entropy characteristics of heart rate wavelet multiscale components in epileptic children before and after seizures Contributo in atti di convegno pubblicato in volume Vai
2020 Synergistic and Redundant Brain-Heart Information in Patients with Focal Epilepsy Contributo in atti di convegno pubblicato in volume Vai
2020 Assessing complexity in physiological systems through biomedical signals analysis Recensione in rivista Vai
2020 Towards Disentangling the Contribution of Different Pathways for the Regulation of Cardiac Activity: A Pilot Study Contributo in atti di convegno pubblicato in volume Vai
2020 Synergistic information transfer in the global system of financial markets Articolo in rivista Vai
2020 Low invasive multisensor acquisition system for real-time monitoring of cardiovascular and respiratory parameters Contributo in atti di convegno pubblicato in volume Vai
2020 Selection of blood pressure signal for baroreflex analysis Contributo in atti di convegno pubblicato in volume Vai
2020 Letter by Masè et al Regarding Article, "Granger Causality-Based Analysis for Classification of Fibrillation Mechanisms and Localization of Rotational Drivers" Lettera Vai
2020 Entropy-Based Detection of Complexity and Nonlinearity in Short-Term Heart Period Variability under different Physiopathological States Contributo in atti di convegno pubblicato in volume Vai
2020 A Framework to Assess the Information Dynamics of Source EEG Activity and Its Application to Epileptic Brain Networks Articolo in rivista Vai
2020 Reliable paroxysmal atrial fibrillation substrate assessment during sinus rhythm through optimal estimation of local activation waves dynamics Contributo in atti di convegno pubblicato in volume Vai
2020 Vascular resistance arm of the baroreflex: methodology and comparison with the cardiac chronotropic arm Articolo in rivista Vai
2019 Critical Comments on EEG Sensor Space Dynamical Connectivity Analysis Articolo in rivista Vai
2019 Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring Articolo in rivista Vai
2019 Multiscale information storage of linear long-range correlated stochastic processes Articolo in rivista Vai
2019 Information Dynamics of the Brain, Cardiovascular and Respiratory Network during Different Levels of Mental Stress Articolo in rivista Vai
2019 Lateralization of directional brain-heart information transfer during visual emotional elicitation Articolo in rivista Vai
2019 A portable system for multiple parameters monitoring: Towards assessment of health conditions and stress level in the automotive field Contributo in atti di convegno pubblicato in volume Vai
2019 Time, frequency and information domain analysis of short-term heart rate variability before and after focal and generalized seizures in epileptic children Articolo in rivista Vai
2019 A portable electronic system for non-invasive real-time acquisition of multiple physiological signals Abstract in atti di convegno pubblicato in volume Vai
2019 Multiscale Information Decomposition Dissects Control Mechanisms of Heart Rate Variability at Rest and During Physiological Stress Articolo in rivista Vai
2019 A validity and reliability study of Conditional Entropy Measures of Pulse Rate Variability Contributo in atti di convegno pubblicato in volume Vai
2019 A new Frequency Domain Measure of Causality based on Partial Spectral Decomposition of Autoregressive Processes and its Application to Cardiovascular Interactions Contributo in atti di convegno pubblicato in volume Vai
2019 Nonlinear brain-heart interactions in children with focal epilepsy assessed by mutual information of EEG and heart rate variability Abstract in atti di convegno pubblicato in volume Vai
2019 Information flow in EEG source networks in epileptic children with focal seizure activity Abstract in atti di convegno pubblicato in volume Vai
2019 Mutual Information Analysis of Brain-Body Interactions during different Levels of Mental stress Contributo in atti di convegno pubblicato in volume Vai
2019 Minimally Invasive Assessment of Mental Stress based on Wearable Wireless Physiological Sensors and Multivariate Biosignal Processing Contributo in atti di convegno pubblicato in volume Vai
2019 Pre- and post-ictal brain activity characterization using combined source decomposition and connectivity estimation in epileptic children Contributo in atti di convegno pubblicato in volume Vai
2019 Information decomposition of multichannel EMG to map functional interactions in the distributed motor system Articolo in rivista Vai
2019 Multilevel assessment of mental stress via network physiology paradigm using consumer wearable devices Articolo in rivista Vai
2019 Connectivity Influences on Nonlinear Dynamics in Weakly-Synchronized Networks: Insights from Rössler Systems, Electronic Chaotic Oscillators, Model and Biological Neurons Articolo in rivista Vai
2019 Comparison of methods for the assessment of nonlinearity in short-term heart rate variability under different physiopathological states Articolo in rivista Vai
2019 Assisting electrophysiological substrate quantification in atrial fibrillation ablation Abstract in atti di convegno pubblicato in volume Vai
2019 Strength and Latency of the HP-SAP Closed Loop Variability Interactions in Subjects Prone to Develop Postural Syncope Contributo in atti di convegno pubblicato in volume Vai
2019 Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: A Proof of the Concept Contributo in atti di convegno pubblicato in volume Vai
2019 Computation of Mean Cerebral Blood Flow Velocity for the Assessment of Cerebral Autoregulation: Comparison of Different Strategies Contributo in atti di convegno pubblicato in volume Vai
2018 Towards understanding the complexity of cardiovascular oscillations: Insights from information theory Articolo in rivista Vai
2018 Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography Contributo in atti di convegno pubblicato in volume Vai
2018 Information Domain Analysis of Respiratory Sinus Arrhythmia Mechanisms Articolo in rivista Vai
2018 Apparent remote synchronization of amplitudes: A demodulation and interference effect Articolo in rivista Vai
2018 Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics Articolo in rivista Vai
2018 Assessment of mental stress through the analysis of physiological signals acquired from wearable devices Capitolo o Saggio Vai
2018 Task-induced deactivation in diverse brain systems correlates with interindividual differences in distinct autonomic indices Articolo in rivista Vai
2018 Univariate and multivariate conditional entropy measures for the characterization of short-term cardiovascular complexity under physiological stress Articolo in rivista Vai
2018 Multiscale Decomposition of Cardiovascular and Cardiorespiratory Information Transfer under General Anesthesia∗ Contributo in atti di convegno pubblicato in volume Vai
2017 Cerebrovascular and cardiovascular variability interactions investigated through conditional joint transfer entropy in subjects prone to postural syncope Articolo in rivista Vai
2017 Multiscale Granger causality analysis by à trous wavelet transform Contributo in atti di convegno pubblicato in volume Vai
2017 Impact of nonstationarities on short heart rate variability recordings during obstructive sleep apnea Contributo in atti di convegno pubblicato in rivista Vai
2017 Quantifying Net Synergy/Redundancy of Spontaneous Variability Regulation via Predictability and Transfer Entropy Decomposition Frameworks Articolo in rivista Vai
2017 Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks Contributo in atti di convegno pubblicato in volume Vai
2017 Estimation of confidence limits for descriptive indexes derived from autoregressive analysis of time series: Methods and application to heart rate variability Articolo in rivista Vai
2017 Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators Contributo in atti di convegno pubblicato in volume Vai
2017 Efficient Computation of Multiscale Entropy over Short Biomedical Time Series Based on Linear State-Space Models Articolo in rivista Vai
2017 A Multi-Variate Predictability Framework to Assess Invasive Cardiac Activity and Interactions during Atrial Fibrillation Articolo in rivista Vai
2017 Basic cardiovascular variability signals: Mutual directed interactions explored in the information domain Articolo in rivista Vai
2017 Atypical transistor-based chaotic oscillators: Design, realization, and diversity Articolo in rivista Vai
2017 Causal brain-heart information transfer during visual emotional elicitation in healthy subjects: Preliminary evaluations and future perspectives Contributo in atti di convegno pubblicato in volume Vai
2017 Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks Articolo in rivista Vai
2017 Information decomposition: A tool to dissect cardiovascular and cardiorespiratory complexity Capitolo o Saggio Vai
2017 Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms Articolo in rivista Vai
2017 Are nonlinear model-free conditional entropy approaches for the assessment of cardiac control complexity superior to the linear model-based one? Articolo in rivista Vai
2017 Multiscale information decomposition: Exact computation for multivariate Gaussian processes Articolo in rivista Vai
2017 Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations Articolo in rivista Vai
2017 Multiscale Granger causality Articolo in rivista Vai
2017 Assessing complexity and causality in heart period variability through a model-free data-driven multivariate approach Capitolo o Saggio Vai
2017 On the interpretability and computational reliability of frequency-domain Granger causality Articolo in rivista Vai
2016 Nonlinear effects of respiration on the crosstalk between cardiovascular and cerebrovascular control systems Articolo in rivista Vai
2016 Wiener-Granger Causality in Network Physiology with Applications to Cardiovascular Control and Neuroscience Articolo in rivista Vai
2016 Mutual information-based feature selection for low-cost BCIs based on motor imagery eedings Vai
2016 Breathing 100% oxygen during water immersion improves postimmersion cardiovascular responses to orthostatic stress Articolo in rivista Vai
2016 Information-theoretic assessment of cardiovascular variability during postural and mental stress eedings Vai
2016 Information transfer between respiration and heart rate during sleep apnea eedings Vai
2016 Multiscale analysis of information dynamics for linear multivariate processes eedings Vai
2016 An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram Articolo in rivista Vai
2016 Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI Articolo in rivista Vai
2016 Predictability decomposition detects the impairment of brain-heart dynamical networks during sleep disorders and their recovery with treatment Articolo in rivista Vai
2015 Disentangling cardiovascular control mechanisms during head-down tilt via joint transfer entropy and self-entropy decompositions Articolo in rivista Vai
2015 Information decomposition in bivariate systems: Theory and application to cardiorespiratory dynamics Articolo in rivista Vai
2015 Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood Articolo in rivista Vai
2015 Instantaneous transfer entropy for the study of cardio-respiratory dynamics eedings Vai
2015 Estimating the decomposition of predictive information in multivariate systems Articolo in rivista Vai
2015 Redundant and synergistic information transfer in cardiovascular and cardiorespiratory variability eedings Vai
2015 Bridging the gap between the development of advanced biomedical signal processing tools and clinical practice Articolo in rivista Vai
2015 Extended Granger causality: A new tool to identify the structure of physiological networks Articolo in rivista Vai
2015 Cardiorespiratory information dynamics during mental arithmetic and sustained attention Articolo in rivista Vai
2015 Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality Articolo in rivista Vai
2015 Algorithms for the inference of causality in dynamic processes: Application to cardiovascular and cerebrovascular variability eedings Vai
2015 Causal relationships in the variability of cardiovascular system evoked by orthostatic stress by transfer entropy eedings Vai
2015 Linear and non-linear brain-heart and brain-brain interactions during sleep Articolo in rivista Vai
2015 Information-theoretic assessment of cardiovascular-brain networks during sleep Contributo in atti di convegno pubblicato in rivista Vai
2015 Conditional self-entropy and conditional joint transfer entropy in heart period variability during graded postural challenge Articolo in rivista Vai
2014 Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer Articolo in rivista Vai
2014 Directed coherence analysis in patients with severe autonomic dysfunction eedings Vai
2014 Information dynamics in cardiorespiratory analyses: application to controlled breathing eedings Vai
2014 Assessing Connectivity in the Presence of Instantaneous Causality Capitolo o Saggio Vai
2014 Information dynamics in cardiorespiratory time series during mental stress testing eedings Vai
2014 Granger causality analysis of sleep brain-heart interactions eedings Vai
2014 Separating respiratory influences from the tachogram: Methods and their sensitivity to the type of respiratory signal eedings Vai
2014 MuTE: A MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy Articolo in rivista Vai
2014 Information dynamics of brain-heart physiological networks during sleep Articolo in rivista Vai
2014 Investigating cardiovascular and cerebrovascular variability in postural syncope by means of extended Granger causality eedings Vai
2014 Investigating cardiac and respiratory determinants of heart rate variability in an information-theoretic framework eedings Vai
2014 Conditional entropy-based evaluation of information dynamics in physiological systems Capitolo o Saggio Vai
2014 Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood eedings Vai
2014 MuTE: A new Matlab toolbox for estimating the multivariate Transfer entropy in physiological variability series eedings Vai
2014 Effect of age on complexity and causality of the cardiovascular control: Comparison between model-based and model-free approaches Articolo in rivista Vai
2014 Transient behavior of cardiorespiratory interactions towards the onset of epileptic seizures eedings Vai
2013 Information decomposition of short-term cardiovascular and cardiorespiratory variability eedings Vai
2013 Decomposing the transfer entropy to quantify lag-specific Granger causality in cardiovascular variability eedings Vai
2013 Measuring frequency domain granger causality for multiple blocks of interacting time series Articolo in rivista Vai
2013 Mechanisms of causal interaction between short-term RR interval and systolic arterial pressure oscillations during orthostatic challenge Articolo in rivista Vai
2013 A framework for assessing frequency domain causality in physiological time series with instantaneous effects Articolo in rivista Vai
2013 Compensated transfer entropy as a tool for reliably estimating information transfer in physiological time series Articolo in rivista Vai
2013 Measuring postural-related changes of spontaneous baroreflex sensitivity after repeated long-duration diving: Frequency domain approaches Articolo in rivista Vai
2013 Investigating the mechanisms of cardiovascular and cerebrovascular regulation in orthostatic syncope through an information decomposition strategy Articolo in rivista Vai
2013 Cardiovascular control and time domain granger causality: Insights from selective autonomic blockade Articolo in rivista Vai
2013 Assessing causality in brain dynamics and cardiovascular control Articolo in rivista Vai
2013 Cardiovascular and autonomic responses to physiological stressors before and after six hours of water immersion Articolo in rivista Vai
2013 Comparing model-free and model-based transfer entropy estimators in cardiovascular variability eedings Vai
2012 Measuring connectivity in linear multivariate processes: Definitions, interpretation, and practical analysis Articolo in rivista Vai
2012 Multivariate EEG spectral analysis evidences the functional link between motor and visual cortex during integrative sensorimotor tasks Articolo in rivista Vai
2012 Block partial directed coherence: a new tool for the structural analysis of brain Networks Articolo in rivista Vai
2012 Methodological advances in brain connectivity Articolo in rivista Vai
2012 Compensating for instantaneous signal mixing in transfer entropy analysis of neurobiological time series eedings Vai
2012 Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series Articolo in rivista Vai
2012 Propagation pattern analysis during atrial fibrillation based on sparse modeling Articolo in rivista Vai
2011 Propagation pattern analysis during atrial fibrillation based on the adaptive group LASSO eedings Vai
2011 Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique Articolo in rivista Vai
2011 A novel approach to propagation pattern analysis in intracardiac atrial fibrillation signals Articolo in rivista Vai
2011 Feasibility of cuff-free measurement of systolic and diastolic arterial blood pressure Articolo in rivista Vai
2011 Information domain approach to the investigation of cardio-vascular, cardio-pulmonary, and vasculo-pulmonary causal couplings Articolo in rivista Vai
2011 Multivariate Frequency Domain Analysis of Causal Interactions in Physiological Time Series Capitolo o Saggio Vai
2011 Assessing directional interactions among multiple physiological time series: The role of instantaneous causality eedings Vai
2011 K-Nearest neighbour local linear prediction of scalp EEG activity during intermittent photic stimulation Articolo in rivista Vai
2010 An identifiable model to assess frequency-domain Granger causality in the presence of significant instantaneous interactions eedings Vai
2010 Detecting nonlinear causal interactions between dynamical systems by non-uniform embedding of multiple time series eedings Vai
2010 Assessing frequency domain cau-sality in cardiovascular time series with instantaneous interactions Articolo in rivista Vai
2010 Extended causal modeling to assess Partial Directed Coherence in multiple time series with significant instantaneous interactions Articolo in rivista Vai
2010 Studying brain visuo-tactile integration through cross-spectral analysis of human MEG recordings eedings Vai
2010 Quantifying changes in EEG complexity induced by photic stimulation Articolo in rivista Vai
2010 Testing frequency-domain causality in multivariate time series Articolo in rivista Vai
2009 Multivariate autoregressive model with instantaneous effects to improve brain connectivity estimation Articolo in rivista Vai
2009 Robust estimation of partial directed coherence by the vector optimal parameter search algorithm eedings Vai
2009 A method for the time-varying nonlinear prediction of complex nonstationary biomedical signals Articolo in rivista Vai
2009 Surrogate data approaches to assess the significance of directed coherence: Application to EEG activity propagation eedings Vai
2009 Assessing Causality in normal and impaired short-term cardiovascular regulation via nonlinear prediction methods Articolo in rivista Vai
2009 Time-Varying surrogate data to assess nonlinearity in nonstationary time series: Application to heart rate variability Articolo in rivista Vai
2008 Linear and nonlinear parametric model identification to assess granger causality in short-term cardiovascular interactions eedings Vai
2008 Isolation of the left atrial surface from cardiac multi-detector CT images based on marker controlled watershed segmentation Articolo in rivista Vai
2008 Assessment of granger causality by nonlinear model identification: Application to short-term cardiovascular variability Articolo in rivista Vai
2008 Parametric and nonparametric methods to generate time-varying surrogate data eedings Vai
2008 Mutual nonlinear prediction as a tool to evaluate coupling strength and directionality in bivariate time series: Comparison among different strategies based on k nearest neighbors Articolo in rivista Vai
2008 An automatic system for the analysis and classification of human atrial fibrillation patterns from intracardiac electrograms Articolo in rivista Vai
2008 Nonlinear coupling is absent in acute myocardial patients but not healthy subjects Articolo in rivista Vai
2008 Organization measures of atrial activity during fibrillation Capitolo o Saggio Vai
2008 Quantifying the complexity of short-term heart period variability through K nearest neighbor local linear prediction eedings Vai
2007 Small-sample characterization of stochastic approximation staircases in forced-choice adaptive threshold estimation Articolo in rivista Vai
2007 Deterioration of organization in the first minutes of atrial fibrillation: A beat-to-beat analysis of cycle length and wave similarity Articolo in rivista Vai
2007 A stochastic approach for automatic registration and fusion of left atrial electroanatomic maps with 3D CT anatomical images Articolo in rivista Vai
2007 An integrated approach based on uniform quantization for the evaluation of complexity of short-term heart period variability: Application to 24 h Holter recordings in healthy and heart failure humans Articolo in rivista Vai
2007 Mutual nonlinear prediction of cardiovascular variability series: Comparison between exogenous and autoregressive exogenous models eedings Vai
2007 A morphology-based approach to the evaluation of atrial fibrillation organization Articolo in rivista Vai
2006 Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability Articolo in rivista Vai
2006 Evaluation of a nonlinear prediction algorithm quantifying regularity, synchronization and directionality in short cardiovascular variability series eedings Vai
2006 Exploring causal interactions between blood pressure and RR interval at the respiratory frequency eedings Vai
2006 Mixed predictability and cross-validation to assess non-linear Granger causality in short cardiovascular variability series Articolo in rivista Vai
2006 Causal cross-spectral analysis of heart rate and blood pressure variability for describing the impairment of the cardiovascular control in neurally mediated syncope Articolo in rivista Vai
2005 Quantification of synchronization during atrial fibrillation by Shannon entropy: Validation in patients and computer model of atrial arrhythmias Articolo in rivista Vai
2005 Wave similarity mapping shows the spatiotemporal distribution of fibrillatory wave complexity in the human right atrium during paroxysmal and chronic atrial fibrillation Articolo in rivista Vai
2005 Determination of synchronization of electrical activity in the heart by shannon entropy measure eedings Vai
2005 Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans: Implications in the evaluation of baroreflex gain Articolo in rivista Vai
2004 Quantifying the contribution of arm postural tremor to the outcome of goal-directed pointing task by displacement measures Articolo in rivista Vai
2004 Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals Articolo in rivista Vai
2004 Registration and fusion of segmented left atrium CT images with CARTO electrical maps for the ablative treatment of atrial fibrillation eedings Vai
2004 Surrogate data analysis for assessing the significance of the coherence function Articolo in rivista Vai
2004 Quantitative assessment of synchronization during atrial fibrillation by Shannon Entropy characterization of propagation delays eedings Vai
2004 Role of causality in the evaluation of coherence and transfer function between heart period and systolic pressure in humans eedings Vai
2002 Quantitative assessment of regularity and synchronization of intracardiac recordings during human atrial fibrillation eedings Vai
2002 Experimental approach for testing the uncoupling between cardiovascular variability series Articolo in rivista Vai
2002 Need of causal analysis for assessing phase relationships in closed loop interacting cardiovascular variability series eedings Vai
2002 Evidence of unbalanced regulatory mechanism of heart rate and systolic pressure after acute myocardial infarction Articolo in rivista Vai
2002 A method for quantifying atrial fibrillation organization based on wave-morphology similarity Articolo in rivista Vai
2002 Morphology-based measurement of activation time in human atrial fibrillation eedings Vai
2001 Investigating the level of significance of the coherence function in cardiovascular variability analysis eedings Vai
2001 Spectral decomposition of RR-variability obtained by an open loop parametric model for the diagnosis of neuromediate syncope eedings Vai
2001 Principal component analysis and cluster analysis for measuring the local organisation of human atrial fibrillation Articolo in rivista Vai
2001 Causal linear parametric model for baroreflex gain assessment in patients with recent myocardial infarction Articolo in rivista Vai
2000 Synchronization index for quantifying nonlinear causal coupling between RR interval and systolic arterial pressure after myocardial infarction eedings Vai
2000 Local electrical characterisation of human atrial fibrillation eedings Vai
1999 Noninvasive assessment of baroreflex sensitivity in post-MI patients by an open loop parametric model of RR-systolic pressure interactions eedings Vai