List of works - Luca Faes

A Framework to Assess the Information Dynamics of Source EEG Activity and Its Application to Epileptic Brain Networks

scientific article published on 22 September 2020

A Multi-Variate Predictability Framework to Assess Invasive Cardiac Activity and Interactions During Atrial Fibrillation.

scientific article published on 19 July 2016

A framework for assessing frequency domain causality in physiological time series with instantaneous effects.

scientific article published on 15 July 2013

A method for quantifying atrial fibrillation organization based on wave-morphology similarity.

scientific article published in December 2002

A method for the time-varying nonlinear prediction of complex nonstationary biomedical signals

scientific article published on 7 November 2008

A morphology-based approach to the evaluation of atrial fibrillation organization

scientific article published on 01 July 2007

A novel approach to propagation pattern analysis in intracardiac atrial fibrillation signals.

scientific article

A stochastic approach for automatic registration and fusion of left atrial electroanatomic maps with 3D CT anatomical images.

scientific article published on 2 October 2007

Algorithms for the inference of causality in dynamic processes: Application to cardiovascular and cerebrovascular variability

scientific article published in August 2015

An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram

scientific article published on 17 May 2016

An automatic system for the analysis and classification of human atrial fibrillation patterns from intracardiac electrograms

scientific article published in September 2008

An identifiable model to assess frequency-domain granger causality in the presence of significant instantaneous interactions.

scientific article

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.

scientific article published in March 2007

Apparent remote synchronization of amplitudes: A demodulation and interference effect

scientific article published on 01 June 2018

Are Nonlinear Model-Free Conditional Entropy Approaches for the Assessment of Cardiac Control Complexity Superior to the Linear Model-Based One?

scientific article

Assessing Complexity in Physiological Systems through Biomedical Signals Analysis

scientific article published on 09 September 2020

Assessing Frequency Domain Causality in Cardiovascular Time Series with Instantaneous Interactions ⬇️

scientific article published on September 22, 2010

Assessing causality in brain dynamics and cardiovascular control ⬇️

scientific article published on July 15, 2013

Assessing causality in normal and impaired short-term cardiovascular regulation via nonlinear prediction methods

scientific article published in April 2009

Assessing directional interactions among multiple physiological time series: The role of instantaneous causality ⬇️

scientific article published on January 1, 2011

Assessment of Granger causality by nonlinear model identification: application to short-term cardiovascular variability.

scientific article published on 29 January 2008

Atypical transistor-based chaotic oscillators: Design, realization, and diversity.

scientific article published in July 2017

Basic cardiovascular variability signals: mutual directed interactions explored in the information domain

scientific article published on 31 January 2017

Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability.

scientific article published on 11 April 2006

Breathing 100% oxygen during water immersion improves postimmersion cardiovascular responses to orthostatic stress

scientific article published on 15 December 2016

Bridging the gap between the development of advanced biomedical signal processing tools and clinical practice. Preface.

scientific article published on 23 March 2015

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention

scientific article published on 4 June 2015

Cardiovascular and autonomic responses to physiological stressors before and after six hours of water immersion ⬇️

scientific article published on August 15, 2013

Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators.

scientific article published in July 2017

Cardiovascular control and time domain Granger causality: insights from selective autonomic blockade.

scientific article published on 15 July 2013

Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms.

scientific article published on 22 April 2016

Causal brain-heart information transfer during visual emotional elicitation in healthy subjects: Preliminary evaluations and future perspectives

scientific article published in July 2017

Causal cross-spectral analysis of heart rate and blood pressure variability for describing the impairment of the cardiovascular control in neurally mediated syncope

scientific article published in January 2006

Causal relationships in the variability of cardiovascular system evoked by orthostatic stress by transfer entropy

scientific article published on 01 August 2015

Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals.

scientific article published in June 2004

Cerebrovascular and cardiovascular variability interactions investigated through conditional joint transfer entropy in subjects prone to postural syncope

scientific article published on 28 February 2017

Comparison of methods for the assessment of nonlinearity in short-term heart rate variability under different physiopathological states

scientific article published on 01 December 2019

Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring

scientific article published on 07 February 2019

Compensated Transfer Entropy as a Tool for Reliably Estimating Information Transfer in Physiological Time Series

article

Compensating for instantaneous signal mixing in transfer entropy analysis of neurobiological time series.

scientific article published in January 2012

Conditional Self-Entropy and Conditional Joint Transfer Entropy in Heart Period Variability during Graded Postural Challenge

scientific article published on 15 July 2015

Connectivity Analysis in EEG Data: A Tutorial Review of the State of the Art and Emerging Trends

scientific article published in 2023

Critical Comments on EEG Sensor Space Dynamical Connectivity Analysis.

scientific article published on 30 November 2016

Decomposing the transfer entropy to quantify lag-specific Granger causality in cardiovascular variability

scientific article published in January 2013

Detecting nonlinear causal interactions between dynamical systems by non-uniform embedding of multiple time series.

scientific article

Deterioration of organization in the first minutes of atrial fibrillation: a beat-to-beat analysis of cycle length and wave similarity

scientific article published on 01 January 2007

Directed coherence analysis in patients with severe autonomic dysfunction

Disentangling cardiovascular control mechanisms during head-down tilt via joint transfer entropy and self-entropy decompositions

scientific article

Disentangling high-order effects in the transfer entropy

scientific article published on 9 July 2024

Effect of age on complexity and causality of the cardiovascular control: comparison between model-based and model-free approaches.

scientific article

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

Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations.

scientific article published on 12 June 2017

Estimating the decomposition of predictive information in multivariate systems.

scientific article

Estimation of confidence limits for descriptive indexes derived from autoregressive analysis of time series: Methods and application to heart rate variability

scientific article published on 2 October 2017

Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans: implications in the evaluation of baroreflex gain.

scientific article published on 16 December 2004

Extended Granger causality: a new tool to identify the structure of physiological networks

scientific article published on 23 March 2015

Extended causal modeling to assess Partial Directed Coherence in multiple time series with significant instantaneous interactions ⬇️

scientific article published on October 12, 2010

Feasibility of cuff-free measurement of systolic and diastolic arterial blood pressure

scientific article published on 01 March 2011

Information Decomposition in Bivariate Systems: Theory and Application to Cardiorespiratory Dynamics

article

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

Information Domain Approach to the Investigation of Cardio-Vascular, Cardio-Pulmonary, and Vasculo-Pulmonary Causal Couplings ⬇️

scientific article published on November 7, 2011

Information Dynamics of the Brain, Cardiovascular and Respiratory Network during Different Levels of Mental Stress

scientific article published on 13 March 2019

Information Transfer in Linear Multivariate Processes Assessed through Penalized Regression Techniques: Validation and Application to Physiological Networks

scientific article published on 01 July 2020

Information dynamics in cardiorespiratory analyses: application to controlled breathing

scientific article published in January 2014

Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks

scientific article published in July 2017

Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique ⬇️

scientific article published on May 11, 2011

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics

scientific article

Instantaneous transfer entropy for the study of cardio-respiratory dynamics.

scientific article published on August 2015

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

scientific article published on 23 March 2015

Investigating cardiac and respiratory determinants of heart rate variability in an information-theoretic framework.

scientific article published on January 2014

Investigating the mechanisms of cardiovascular and cerebrovascular regulation in orthostatic syncope through an information decomposition strategy

scientific article published on 27 March 2013

Isolation of the left atrial surface from cardiac multi-detector CT images based on marker controlled watershed segmentation

scientific article published on 27 March 2007

Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer.

scientific article published on 12 May 2014

Linear and non-linear brain-heart and brain-brain interactions during sleep

scientific article published on 23 March 2015

Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis.

scientific article published on 14 May 2012

Measuring frequency domain granger causality for multiple blocks of interacting time series ⬇️

scientific article published on January 29, 2013

Measuring postural-related changes of spontaneous baroreflex sensitivity after repeated long-duration diving: frequency domain approaches

scientific article published on 13 April 2013

Mechanisms of causal interaction between short-term RR interval and systolic arterial pressure oscillations during orthostatic challenge ⬇️

scientific article published on April 11, 2013

Methodological advances in brain connectivity.

scientific article published on 6 September 2012

Mixed predictability and cross-validation to assess non-linear Granger causality in short cardiovascular variability series.

scientific article published in October 2006

Multiscale Decomposition of Cardiovascular and Cardiorespiratory Information Transfer under General Anesthesia

scientific article published on 01 July 2018

Multiscale Granger causality.

scientific article published on 25 October 2017

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

scientific article published on 24 May 2019

Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes

Multiscale analysis of information dynamics for linear multivariate processes.

scientific article published in August 2016

Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series

scientific article published on 11 March 2020

Mutual information-based feature selection for low-cost BCIs based on motor imagery

scientific article

Mutual nonlinear prediction as a tool to evaluate coupling strength and directionality in bivariate time series: Comparison among different strategies based onknearest neighbors

scientific article published on 01 August 2008

Mutual nonlinear prediction of cardiovascular variability series: comparison between exogenous and autoregressive exogenous models.

scientific article published in January 2007

Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality.

scientific article published on 21 August 2015

Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series ⬇️

scientific article published on March 17, 2011

Nonlinear effects of respiration on the crosstalk between cardiovascular and cerebrovascular control systems

scientific article published in May 2016

On the interpretability and computational reliability of frequency-domain Granger causality.

scientific article published on 20 September 2017

Predictability decomposition detects the impairment of brain-heart dynamical networks during sleep disorders and their recovery with treatment

scientific article published on May 2016

Propagation pattern analysis during atrial fibrillation based on sparse modeling.

scientific article

Propagation pattern analysis during atrial fibrillation based on the adaptive group LASSO.

scientific article published in January 2011

Quantification of synchronization during atrial fibrillation by Shannon entropy: validation in patients and computer model of atrial arrhythmias

scientific article published on 23 September 2005

Quantifying Net Synergy/Redundancy of Spontaneous Variability Regulation via Predictability and Transfer Entropy Decomposition Frameworks

scientific article published on 17 January 2017

Quantifying changes in EEG complexity induced by photic stimulation

scientific article published on 21 May 2010

Quantifying the contribution of arm postural tremor to the outcome of goal-directed pointing task by displacement measures.

scientific article

Redundant and synergistic information transfer in cardiovascular and cardiorespiratory variability.

scientific article

Reliability of Short-Term Heart Rate Variability Indexes Assessed through Photoplethysmography

scientific article published on 01 July 2018

Small-sample characterization of stochastic approximation staircases in forced-choice adaptive threshold estimation.

scientific article published in February 2007

Surrogate data analysis for assessing the significance of the coherence function

scientific article

Surrogate data approaches to assess the significance of directed coherence: application to EEG activity propagation

scientific article

Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI. ⬇️

scientific article published on 28 April 2016

Synergistic Information Transfer in the Global System of Financial Markets

scientific article published on 08 September 2020

Task-induced deactivation in diverse brain systems correlates with interindividual differences in distinct autonomic indices

scientific article published on 09 March 2018

Testing frequency-domain causality in multivariate time series.

scientific article published on 18 February 2010

Time, frequency and information domain analysis of short-term heart rate variability before and after focal and generalized seizures in epileptic children

scientific article published on 23 July 2019

Time-varying surrogate data to assess nonlinearity in nonstationary time series: application to heart rate variability

scientific article

Towards understanding the complexity of cardiovascular oscillations: Insights from information theory

scientific article published on 05 May 2018

Univariate and multivariate conditional entropy measures for the characterization of short-term cardiovascular complexity under physiological stress

scientific article published on 14 November 2017

Wave similarity mapping shows the spatiotemporal distribution of fibrillatory wave complexity in the human right atrium during paroxysmal and chronic atrial fibrillation

scientific article published on 01 October 2005

Wiener–Granger Causality in Network Physiology With Applications to Cardiovascular Control and Neuroscience

scholarly article by Alberto Porta & Luca Faes published February 2016 in Proceedings of the IEEE

k-Nearest neighbour local linear prediction of scalp EEG activity during intermittent photic stimulation.

scientific article published on 8 January 2011

List of works by Luca Faes

A Framework to Assess the Information Dynamics of Source EEG Activity and Its Application to Epileptic Brain Networks

A Multi-Variate Predictability Framework to Assess Invasive Cardiac Activity and Interactions During Atrial Fibrillation.

A framework for assessing frequency domain causality in physiological time series with instantaneous effects.

A method for quantifying atrial fibrillation organization based on wave-morphology similarity.

A method for the time-varying nonlinear prediction of complex nonstationary biomedical signals

A morphology-based approach to the evaluation of atrial fibrillation organization

A novel approach to propagation pattern analysis in intracardiac atrial fibrillation signals.

A stochastic approach for automatic registration and fusion of left atrial electroanatomic maps with 3D CT anatomical images.

Algorithms for the inference of causality in dynamic processes: Application to cardiovascular and cerebrovascular variability

An Information-Theoretic Framework to Map the Spatiotemporal Dynamics of the Scalp Electroencephalogram

An automatic system for the analysis and classification of human atrial fibrillation patterns from intracardiac electrograms

An identifiable model to assess frequency-domain granger causality in the presence of significant instantaneous interactions.

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.

Apparent remote synchronization of amplitudes: A demodulation and interference effect

Are Nonlinear Model-Free Conditional Entropy Approaches for the Assessment of Cardiac Control Complexity Superior to the Linear Model-Based One?

Assessing Complexity in Physiological Systems through Biomedical Signals Analysis

Assessing Frequency Domain Causality in Cardiovascular Time Series with Instantaneous Interactions ⬇️

Assessing causality in brain dynamics and cardiovascular control ⬇️

Assessing causality in normal and impaired short-term cardiovascular regulation via nonlinear prediction methods

Assessing directional interactions among multiple physiological time series: The role of instantaneous causality ⬇️

Assessment of Granger causality by nonlinear model identification: application to short-term cardiovascular variability.

Atypical transistor-based chaotic oscillators: Design, realization, and diversity.

Basic cardiovascular variability signals: mutual directed interactions explored in the information domain

Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability.

Breathing 100% oxygen during water immersion improves postimmersion cardiovascular responses to orthostatic stress

Bridging the gap between the development of advanced biomedical signal processing tools and clinical practice. Preface.

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention

Cardiovascular and autonomic responses to physiological stressors before and after six hours of water immersion ⬇️

Cardiovascular and respiratory variability during orthostatic and mental stress: A comparison of entropy estimators.

Cardiovascular control and time domain Granger causality: insights from selective autonomic blockade.

Causal analysis of short-term cardiovascular variability: state-dependent contribution of feedback and feedforward mechanisms.

Causal brain-heart information transfer during visual emotional elicitation in healthy subjects: Preliminary evaluations and future perspectives

Causal cross-spectral analysis of heart rate and blood pressure variability for describing the impairment of the cardiovascular control in neurally mediated syncope

Causal relationships in the variability of cardiovascular system evoked by orthostatic stress by transfer entropy

Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals.

Cerebrovascular and cardiovascular variability interactions investigated through conditional joint transfer entropy in subjects prone to postural syncope

Comparison of methods for the assessment of nonlinearity in short-term heart rate variability under different physiopathological states

Comparison of short-term heart rate variability indexes evaluated through electrocardiographic and continuous blood pressure monitoring

Compensated Transfer Entropy as a Tool for Reliably Estimating Information Transfer in Physiological Time Series

Compensating for instantaneous signal mixing in transfer entropy analysis of neurobiological time series.

Conditional Self-Entropy and Conditional Joint Transfer Entropy in Heart Period Variability during Graded Postural Challenge

Connectivity Analysis in EEG Data: A Tutorial Review of the State of the Art and Emerging Trends

Critical Comments on EEG Sensor Space Dynamical Connectivity Analysis.

Decomposing the transfer entropy to quantify lag-specific Granger causality in cardiovascular variability

Detecting nonlinear causal interactions between dynamical systems by non-uniform embedding of multiple time series.

Deterioration of organization in the first minutes of atrial fibrillation: a beat-to-beat analysis of cycle length and wave similarity

Directed coherence analysis in patients with severe autonomic dysfunction

Disentangling cardiovascular control mechanisms during head-down tilt via joint transfer entropy and self-entropy decompositions

Disentangling high-order effects in the transfer entropy

Effect of age on complexity and causality of the cardiovascular control: comparison between model-based and model-free approaches.

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

Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations.

Estimating the decomposition of predictive information in multivariate systems.

Estimation of confidence limits for descriptive indexes derived from autoregressive analysis of time series: Methods and application to heart rate variability

Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans: implications in the evaluation of baroreflex gain.

Extended Granger causality: a new tool to identify the structure of physiological networks

Extended causal modeling to assess Partial Directed Coherence in multiple time series with significant instantaneous interactions ⬇️

Feasibility of cuff-free measurement of systolic and diastolic arterial blood pressure

Information Decomposition in Bivariate Systems: Theory and Application to Cardiorespiratory Dynamics

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

Information Domain Approach to the Investigation of Cardio-Vascular, Cardio-Pulmonary, and Vasculo-Pulmonary Causal Couplings ⬇️

Information Dynamics of the Brain, Cardiovascular and Respiratory Network during Different Levels of Mental Stress

Information Transfer in Linear Multivariate Processes Assessed through Penalized Regression Techniques: Validation and Application to Physiological Networks

Information dynamics in cardiorespiratory analyses: application to controlled breathing

Information transfer and information modification to identify the structure of cardiovascular and cardiorespiratory networks

Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique ⬇️

Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardio-Respiratory Nonstationary Dynamics

Instantaneous transfer entropy for the study of cardio-respiratory dynamics.

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

Investigating cardiac and respiratory determinants of heart rate variability in an information-theoretic framework.

Investigating the mechanisms of cardiovascular and cerebrovascular regulation in orthostatic syncope through an information decomposition strategy

Isolation of the left atrial surface from cardiac multi-detector CT images based on marker controlled watershed segmentation

Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer.

Linear and non-linear brain-heart and brain-brain interactions during sleep

Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis.

Measuring frequency domain granger causality for multiple blocks of interacting time series ⬇️

Measuring postural-related changes of spontaneous baroreflex sensitivity after repeated long-duration diving: frequency domain approaches

Mechanisms of causal interaction between short-term RR interval and systolic arterial pressure oscillations during orthostatic challenge ⬇️

Methodological advances in brain connectivity.