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Luca Faes

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TOP 3
Luca Faes; Giandomenico Nollo
Measuring frequency domain granger causality for multiple blocks of interacting time series.
Ulrike Richter; Luca Faes; Flavia Ravelli; Leif Sornmo
Propagation pattern analysis during atrial fibrillation based on sparse modeling.
Luca Faes; Giandomenico Nollo; Alberto Porta
Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series.

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All Publications

2013: Luca Faes; Giandomenico Nollo
Measuring frequency domain granger causality for multiple blocks of interacting time series.
Biological cybernetics 2013;107(2):217-32.
2012: Ulrike Richter; Luca Faes; Flavia Ravelli; Leif Sornmo
Propagation pattern analysis during atrial fibrillation based on sparse modeling.
IEEE transactions on bio-medical engineering 2012;59(5):1319-28.
2012: Luca Faes; Giandomenico Nollo; Alberto Porta
Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series.
Computers in biology and medicine 2012;42(3):290-7.
2012: Luca Faes; Silvia Erla; Giandomenico Nollo
Compensating for instantaneous signal mixing in transfer entropy analysis of neurobiological time series.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2012;2012():3672-5.
2012: Luca Faes; Ralph G Andrzejak; Mingzhou Ding; Dimitris Kugiumtzis
Methodological advances in brain connectivity.
Computational and mathematical methods in medicine 2012;2012():492902.
2012: Luca Faes; Silvia Erla; Giandomenico Nollo
Measuring connectivity in linear multivariate processes: definitions, interpretation, and practical analysis.
Computational and mathematical methods in medicine 2012;2012():140513.
2011: Luca Faes; Giandomenico Nollo; Alberto Porta
Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique.
Physical review. E, Statistical, nonlinear, and soft matter physics 2011;83(5 Pt 1):051112.
2011: Silvia Erla; Luca Faes; Enzo Tranquillini; Daniele Orrico; Giandomenico Nollo
k-Nearest neighbour local linear prediction of scalp EEG activity during intermittent photic stimulation.
Medical engineering & physics 2011;33(4):504-12.
2011: Luca Faes; Giandomenico Nollo
Assessing directional interactions among multiple physiological time series: the role of instantaneous causality.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():5919-22.
2011: Ulrike Richter; Luca Faes; Flavia Ravelli; Leif Sornmo
Propagation pattern analysis during atrial fibrillation based on the adaptive group LASSO.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():5535-8.
2011: Luca Faes; Giandomenico Nollo; Alberto Porta
Information domain approach to the investigation of cardio-vascular, cardio-pulmonary, and vasculo-pulmonary causal couplings.
Frontiers in physiology 2011;2():80.
2010: Luca Faes; Giandomenico Nollo
Extended causal modeling to assess Partial Directed Coherence in multiple time series with significant instantaneous interactions.
Biological cybernetics 2010;103(5):387-400.
2010: Luca Faes; Silvia Erla; Enzo Tranquillini; Daniele Orrico; Giandomenico Nollo
An identifiable model to assess frequency-domain granger causality in the presence of significant instantaneous interactions.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2010;2010():1699-702.
2010: Luca Faes; Giandomenico Nollo; Silvia Erla; Papadelis Christos; Christoph Braun; Alberto Porta
Detecting nonlinear causal interactions between dynamical systems by non-uniform embedding of multiple time series.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2010;2010():102-5.
2010: Luca Faes; G Nollo
Assessing frequency domain causality in cardiovascular time series with instantaneous interactions.
Methods of information in medicine 2010;49(5):453-7.
2010: S Erla; Luca Faes; G Nollo
Quantifying changes in EEG complexity induced by photic stimulation.
Methods of information in medicine 2010;49(5):496-500.
2009: Giandomenico Nollo; Luca Faes; Renzo Antolini; Alberto Porta
Assessing causality in normal and impaired short-term cardiovascular regulation via nonlinear prediction methods.
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences 2009;367(1892):1423-40.
2009: Luca Faes; He Zhao; Ki H Chon; Giandomenico Nollo
Time-varying surrogate data to assess nonlinearity in nonstationary time series: application to heart rate variability.
IEEE transactions on bio-medical engineering 2009;56(3):685-95.
2008: Luca Faes; Alberto Porta; Giandomenico Nollo
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.
Physical review. E, Statistical, nonlinear, and soft matter physics 2008;78(2 Pt 2):026201.
2008: Luca Faes; Giandomenico Nollo; Ki H Chon
Assessment of Granger causality by nonlinear model identification: application to short-term cardiovascular variability.
Annals of biomedical engineering 2008;36(3):381-95.
2008: Alessandro Cristoforetti; Luca Faes; Flavia Ravelli; Maurizio Centonze; Maurizio Del Greco; Renzo Antolini; Giandomenico Nollo
Isolation of the left atrial surface from cardiac multi-detector CT images based on marker controlled watershed segmentation.
Medical engineering & physics 2008;30(1):48-58.
2007: Alessandro Cristoforetti; Michela Masè; Luca Faes; Maurizio Centonze; Maurizio Del Greco; Renzo Antolini; Giandomenico Nollo; Flavia Ravelli
A stochastic approach for automatic registration and fusion of left atrial electroanatomic maps with 3D CT anatomical images.
Physics in medicine and biology 2007;52(20):6323-37.
2007: Luca Faes; Flavia Ravelli
A morphology-based approach to the evaluation of atrial fibrillation organization.
IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society 2007;26(4):59-67.
2007: Alberto Porta; Luca Faes; M Masé; Gianni D'Addio; Gian Domenico Pinna; Roberto Maestri; Montano Nicola; popy irawati; Stefano Guzzetti; Giandomenico Nollo; Alberto Malliani
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.
Chaos (Woodbury, N.Y.) 2007;17(1):015117.
2007: Luca Faes; Giandomenico Nollo; Flavia Ravelli; Leonardo Ricci; Massimo Vescovi; Massimo Turatto; Francesco Pavani; Renzo Antolini
Small-sample characterization of stochastic approximation staircases in forced-choice adaptive threshold estimation.
Perception & psychophysics 2007;69(2):254-62.
2007: Luca Faes; Alberto Porta; Giandomenico Nollo
Mutual nonlinear prediction of cardiovascular variability series: comparison between exogenous and autoregressive exogenous models.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2007;2007():5955-8.
2007: Flavia Ravelli; Michela Masè; Maurizio Del Greco; Luca Faes; Marcello Disertori
Deterioration of organization in the first minutes of atrial fibrillation: a beat-to-beat analysis of cycle length and wave similarity.
Journal of cardiovascular electrophysiology 2007;18(1):60-5.
2006: Luca Faes; Roberta Cucino; Giandomenico Nollo
Mixed predictability and cross-validation to assess non-linear Granger causality in short cardiovascular variability series.
Biomedizinische Technik. Biomedical engineering 2006;51(4):255-9.
2006: Luca Faes; Giandomenico Nollo
Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability.
Medical & biological engineering & computing 2006;44(5):383-92.
2006: Luca Faes; Lamberto Widesott; Maurizio Del Greco; Renzo Antolini; Giandomenico Nollo
Causal cross-spectral analysis of heart rate and blood pressure variability for describing the impairment of the cardiovascular control in neurally mediated syncope.
IEEE transactions on bio-medical engineering 2006;53(1):65-73.
2005: Michela Masè; Luca Faes; Renzo Antolini; Marco Scaglione; Flavia Ravelli
Quantification of synchronization during atrial fibrillation by Shannon entropy: validation in patients and computer model of atrial arrhythmias.
Physiological measurement 2005;26(6):911-23.
2005: Flavia Ravelli; Luca Faes; Luca Sandrini; Fiorenzo Gaita; Renzo Antolini; Marco Scaglione; Giandomenico Nollo
Wave similarity mapping shows the spatiotemporal distribution of fibrillatory wave complexity in the human right atrium during paroxysmal and chronic atrial fibrillation.
Journal of cardiovascular electrophysiology 2005;16(10):1071-6.
2005: Giandomenico Nollo; Luca Faes; Alberto Porta; Renzo Antolini; Flavia Ravelli
Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans: implications in the evaluation of baroreflex gain.
American journal of physiology. Heart and circulatory physiology 2005;288(4):H1777-85.
2004: Barbara Pellegrini; Luca Faes; Giandomenico Nollo; Federico Schena
Quantifying the contribution of arm postural tremor to the outcome of goal-directed pointing task by displacement measures.
Journal of neuroscience methods 2004;139(2):185-93.
2004: Luca Faes; Gian Domenico Pinna; Alberto Porta; Roberto Maestri; Giandomenico Nollo
Surrogate data analysis for assessing the significance of the coherence function.
IEEE transactions on bio-medical engineering 2004;51(7):1156-66.
2004: Luca Faes; Alberto Porta; R Cucino; Sergio Cerutti; Renzo Antolini; Giandomenico Nollo
Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals.
Biological cybernetics 2004;90(6):390-9.
2002: Luca Faes; Giandomenico Nollo; Renzo Antolini; Fiorenzo Gaita; Flavia Ravelli
A method for quantifying atrial fibrillation organization based on wave-morphology similarity.
IEEE transactions on bio-medical engineering 2002;49(12 Pt 2):1504-13.
2002: Luca Faes; Giandomenico Nollo; Renzo Antolini
Experimental approach for testing the uncoupling between cardiovascular variability series.
Medical & biological engineering & computing 2002;40(5):565-70.
2002: Giandomenico Nollo; Luca Faes; Alberto Porta; Barbara Pellegrini; Flavia Ravelli; Maurizio Del Greco; Marcello Disertori; Renzo Antolini
Evidence of unbalanced regulatory mechanism of heart rate and systolic pressure after acute myocardial infarction.
American journal of physiology. Heart and circulatory physiology 2002;283(3):H1200-7.
2001: Luca Faes; Giandomenico Nollo; M Kirchner; E Olivetti; Fiorenzo Gaita; R Riccardi; Renzo Antolini
Principal component analysis and cluster analysis for measuring the local organisation of human atrial fibrillation.
Medical & biological engineering & computing 2001;39(6):656-63.
2001: Giandomenico Nollo; Alberto Porta; Luca Faes; Maurizio Del Greco; Marcello Disertori; Flavia Ravelli
Causal linear parametric model for baroreflex gain assessment in patients with recent myocardial infarction.
American journal of physiology. Heart and circulatory physiology 2001;280(4):H1830-9.