Daniele Marinazzo

Papers

The papers in red are preprints, meaning that we think they are ready to be shared. They are thus published in the original meaning of made public, but not peer-reviewed before that. You are most welcome to do so, using Pubpeer or your favourite platform. You are also welcome to review the papers published in standard journals, that have been peer reviewed by a couple of colleagues, but the more the better. You can again use Pubpeer.

Also, the journal names are not listed. This is to get a less biased view, in my opinion.

• Synergy as a warning sign of transitions: the case of the two-dimensional Ising model
  D. Marinazzo, L. Angelini, M. Pellicoro, S. Stramaglia
  [open access preprint]


• The interplay between emotion regulation and quality of life in brain tumor patients
  H. Aerts, T. Van Vrekhem, L. Stas, D. Marinazzo
  [open access preprint]


• Modulation of the spontaneous hemodynamic response function across levels of consciousness
  G.Wu, C. Di Perri, V. Charland-Verville, C. Martial, S. Laureys, D. Marinazzo
  [open access preprint]


• Effect of head volume conduction on directed connectivity estimated between reconstructed EEG sources
  A. Anzolin, P. Presti, F. Van De Steen, L. Astolfi, S. Haufe, D. Marinazzo
  [open access preprint]


• Multiscale Granger causality analysis by à trous wavelet transform
  S. Stramaglia, I. Bassez, L. Faes, D. Marinazzo
  [open access preprint]


• Retrieving the Hemodynamic Response Function in resting state fMRI: methodology and applications
  G. Wu, D. Marinazzo
  [open access preprint]


• Mapping attention during gameplay: Assessment of behavioral and ERP markers in an auditory oddball task
  E. Nuñez Castellar, J-.N. Antons, D. Marinazzo, J. van Looy
  [journal page]


• Dynamic causal modelling of fluctuating connectivity in resting-state EEG
  F. Van de Steen, H. Almgren, A. Razi, K. Friston, D. Marinazzo
  [open access journal page]
  [open access preprint]


• Connectome preprocessing by Consensus Clustering increases separability in group neuroimaging studies
  J. Rasero, J. Cortes, D. Marinazzo, S. Stramaglia
  [open access journal page]


• Functional Connectivity Hubs and Thalamic Hemodynamics in Rolandic Epilepsy
  C. Garcia Forlim, R. Siugzdaite, Y. Yu,Y. Tang, W. Liao, D. Marinazzo
  [journal page]


• Predicting functional networks from region connectivity profiles in task-based versus resting-state fMRI data
  J. Rasero, H. Aerts, J.Cortes, S. Stramaglia, D. Marinazzo
  [open access journal page]


• Variability and reliability of effective connectivity within the core default mode network: A longitudinal spectral DCM study
  H. Almgren, F. Van de Steen, S. Kuehn, A. Razi, K. Friston, D. Marinazzo
  [journal page]
  [open access preprint]


• Modeling brain dynamics in brain tumor patients using The Virtual Brain
  H. Aerts, M. Schirner, B. Jeurissen, D. Van Roost, E. Achten, P. Ritter, D. Marinazzo
  [open access journal page]


• Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity
  D. Rangaprakash, G. Wu, D. Marinazzo, X. Hu, G. Deshpande
  [journal page]


• Dilution of Ferromagnets via a Random Graph-based Strategy
  M.A. Javarone, D. Marinazzo
  [open access journal page]


• Parameterized hemodynamic response function data of healthy individuals obtained from resting-state functional MRI in a 7T MRI scanner
  D. Rangaprakash, G. Wu, D. Marinazzo, X. Hu, G. Deshpande
  [open access journal page]


• Evolutionary Dynamics of Group Formation
  M.A. Javarone, D. Marinazzo
  [open access journal page]


• On the interpretability and computational reliability of frequency-domain Granger causality
  L. Faes, S. Stramaglia, D. Marinazzo
  [open access preprint]
  [endorsed published version, comments still open]


• Multiscale Granger causality
  L. Faes, G. Nollo, S. Stramaglia, D. Marinazzo
  [journal page]
  [open access preprint]


• Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns
  C. Di Perri, E. Amico, L. Heine, J. Annen, C. Martial, S. Larroque, A. Soddu, D. Marinazzo, S. Laureys
  [journal page]


• Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes
  L. Faes, D. Marinazzo, S. Stramaglia
  [open access journal page]


• Consensus clustering approach to group brain connectivity matrices
  J. Rasero, M. Pellicoro, L. Angelini, J.M. Cortes, D. Marinazzo, S. Stramaglia
  [Open access journal page]


• Visibility graphs for fMRI data: multiplex temporal graphs and their modulations across resting state networks
  S. Sannino, S. Stramaglia, L. Lacasa, D. Marinazzo
  [Open access journal page]
  [open access preprint]


• Ising Model with conserved magnetization on the Human Connectome: implications on the relation structure-function in wakefulness and anesthesia
  S. Stramaglia, M. Pellicoro, L. Angelini, E. Amico, H. Aerts, J. Cortes, S. Laureys, D. Marinazzo
  [Journal page]
  [open access preprint]


• Enhanced pre-frontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population
  I. Diez, D. Drijkroningen, S. Stramaglia, P. Bonifazi, D. Marinazzo, J. Gooijers, S. Swinnen, J. Cortes
  [Open access journal page]


• Mapping the functional connectome traits of levels of consciousness
  E. Amico, D. Marinazzo, C. Di Perri, L. Heine, J. Annen, C. Martial, M. Dezmidzic, M. Kirsch, V. Bonhomme, S. Laureys, J. Goñi
  [journal page]
  [open access preprint]


• Tracking dynamic interactions between structural and functional connectivity: a TMS/EEG-dMRI study
  E. Amico, O. Bodart, O. Gosseries, L. Heine, M. Rosanova, P. Van Mierlo, C. Martial, M. Massimini, D. Marinazzo, S. Laureys
  [open access preprint]
  [journal page]


• Critical comments on EEG sensor space dynamical connectivity analysis
  F. van de Steen, L. Faes, E. Karahan, J. Songsiri, P. Valdes Sosa, D. Marinazzo
  [journal page]
  [open access preprint]


• Brain networks under attack: robustness properties and the impact of lesions
  H. Aerts, W. Fias, K. Caeyenberghs, D. Marinazzo

  [journal page]

  [UGent open access]


• Dynamic causal modelling of seizure activity in a rat model
  M. Papadopoulou, G. Cooray, R. Rosch, R. Moran, D. Marinazzo, K. Friston

  [journal page]


• Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI
  S. Stramaglia, L. Angelini, G. Wu, J. Cortes, L. Faes, D. Marinazzo

  [journal page]

  [open access]


• An Information-Theoretic Framework to Map the Spatio-Temporal Dynamics of the Scalp Electroencephalogram
  L. Faes, D. Marinazzo, G. Nollo, A. Porta

  [accepted version]

  [journal page]


• Vagus Nerve Stimulation Applied with a Rapid Cycle Has More Profound Influence on Hippocampal Electrophysiology Than a Standard Cycle
  L.E. Larsen, W.J. Wadman, D. Marinazzo, P. van Mierlo, J. Delbeke, S. Daelemans, M. Sprengers, L. Thyrion, W. van Lysebettens, E. Carrette, P. Boon, K. Vonck, R. Raedt

  [journal page]


• Sensitivity of the resting state hemodynamic response function estimation to autonomic nervous system fluctuations
  G. Wu, D. Marinazzo

  [accepted version]

  [journal page]


• Predictability decomposition detects the impairment of brain-heart dynamical networks during sleep disorders and their recovery with treatment
  L. Faes, D. Marinazzo, S. Stramaglia, F. Jurysta, A. Porta, G. Nollo

  [accepted version]

  [journal page]


• Functional Connectivity of EEG Signals Under Laser Stimulation in Migraine
  M. de Tommaso, G. Trotta, E. Vecchio, K. Ricci, F. Van de Steen, A. Montemurno, M. Lorenzo, D. Marinazzo, R. Bellotti, S. Stramaglia

  [open access]


• Accelerated HF-rTMS protocol has a rate-dependent effect on dACC activation in alcohol-dependent patients: an open-label feasibility study
  S. Herremans, R. De Raedt, P. Van Schuerbeek, D. Marinazzo, F. Matthys, J. De Mey, C. Baeken

  [journal page]


• Identification of redundant and synergetic circuits in triplets of electrophysiological data
  A. Erramuzpe, G. Ortega, J. Pastor, R. de Sola, D. Marinazzo, S. Stramaglia, J. Cortes

  [journal page]

  [open access preprint]


• Estimating directed connectivity from cortical recordings and reconstructed sources
  M. Papadopoulou, K. Friston, D. Marinazzo
  [open access]
  [open access preprint]


• Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality
  A. Montalto, S. Stramaglia, L. Faes, G. Tessitore, R. Prevete, D. Marinazzo
  [journal page]
  [open access preprint]


• Lagged and instantaneous dynamical influences related to brain structural connectivity
  C. Alonso, I. Diez, L. Remaki, I. Escudero, B. Mateos, Y. Rosseel, D. Marinazzo, S. Stramaglia, J. Cortes
  [journal page]


• Information flow between resting state networks
  I. Diez, E. Erramuzpe, I. Escudero, B. Mateos, A. Cabrera, D. Marinazzo, E. Sanz-Arigita, S. Stramaglia, J. Cortes
  [journal page]
  [open access preprint]


• Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention
  D. Widjaja, A. Montalto, E. Vlemincx, D. Marinazzo, S. Van Huffel, L. Faes
  [journal page]


• Linear and non-linear brain-heart and brain-brain interactions during sleep
  L. Faes, D. Marinazzo, F. Jurysta, G. Nollo
  [journal page]


• Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood
  C. Varon, A. Montalto, K. Jansen, L. Lagae, D. Marinazzo, L. Faes, S. Van Huffel
  [journal page]


• Estimating the decomposition of predictive information in multivariate systems
  L. Faes, D. Kugiumtzis, G. Nollo, F. Jurysta and D. Marinazzo
  [journal page]


• The impact of accelerated HF-rTMS on the subgenual Anterior Cingulate Cortex in refractory unipolar major depression: insights from 18FDG PET brain imaging
  C. Baeken, D. Marinazzo, H. Everaert, G. Wu, C. Vanhove, K. Audenaert, I. Goethals, F. De Vos, K. Peremans, R. De Raedt
  [journal page]


• Resting-state functional connectivity of the sensorimotor network in individuals with non-specific low back pain and the association with the sit-to-stand-to-sit task
  M. Pijnenburg, S. Brumagne, K. Caeyenberghs, L. Janssens, D. Marinazzo, S. Swinnen, K. Claeys, N. Goossens, R. Siugzdaite
  [journal page]


• Tracking slow modulations in synaptic gain using Dynamic Causal Modelling: validation in epilepsy
  M. Papadopoulou, M. Leite, P. Van Mierlo, K. Vonck, L. Lemieux, K.J. Friston, D. Marinazzo
  [open access]


• Editorial for the Research Topic: Information-based methods for neuroimaging: analyzing structure, function and dynamics
  J.M. Cortes, D. Marinazzo, M.A. Muñoz
  [open access]


• Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood
  C. Varon, A. Montalto, K. Jansen, L. Lagae, D. Marinazzo, L. Faes, S. Van Huffel
  [open access]


• Information dynamics of brain-heart physiological networks during sleep
  L. Faes, G. Nollo, F. Jurysta, D. Marinazzo
  [open access]


• Functional connectivity density and balance in young patients with traumatic axonal injury
  K. Caeyenberghs, R. Siugzdaite, D. Drijkoningen, D. Marinazzo, S. Swinnen
  [journal page]


• Point-process deconvolution of fMRI BOLD signal reveals effective connectivity alterations in chronic pain patients
  G. Wu, D. Marinazzo
  [journal page]


• MuTE: a MATLAB toolbox to compare established and novel estimators of the multivariate transfer entropy
  A. Montalto, L. Faes, D. Marinazzo
  [open access]


• Synergy and redundancy in the Granger causal analysis of dynamical networks
  S. Stramaglia, J.M. Cortes, D. Marinazzo
  [open access]


• Functional Brain Connectivity from EEG in Epilepsy: Seizure Prediction and Epileptogenic Focus Localization
  P. Van Mierlo, M. Papadopoulou, E. Carrette, P. Boon, S. Vandenberghe, K. Vonck, D. Marinazzo
  [journal page]


• Posterior cingulate cortex-related co-activation patterns: a resting state fMRI study in propofol-induced loss of consciousness
  E. Amico, F. Gomez, C. Di Perri, A. Vanhaudenhuyse, D. Lesenfants, P. Boveroux, V. Bonhomme, J.-F. Brichant, D. Marinazzo, S. Laureys
  [open access]


• COMT Val158Met genotypes differentially influence subgenual cingulate functional connectivity in healthy females
  C. Baeken, D. Marinazzo, G. Wu, S. Claes, P. Van Schuerbeek, J. De Mey, R. Luypaert, R. De Raedt
  [open access]


• Lag-specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer
  L. Faes, D. Marinazzo, A. Montalto, G. Nollo
  [journal page]


• The Touch and Zap Method for In Vivo Whole-Cell Patch Recording of Intrinsic and Visual Responses of Cortical Neurons and Glial Cells
  A. Schramm, D. Marinazzo, T. Gener, L.J. Graham
  [open access]


• Left and Right Amygdala - Mediofrontal Cortical Functional Connectivity Is Differentially Modulated by Harm Avoidance
  C. Baeken, D. Marinazzo, P. Van Schuerbeek, G. Wu, J. De Mey, R. Luypaert, R. De Raedt
  [open access]


• Information Transfer and Criticality in the Ising Model on the Human Connectome
  D. Marinazzo, M. Pellicoro, G. Wu, L.Angelini, J.M. Cortes, S. Stramaglia
  [open access]


• Altered processing of sensory stimuli in patients with migraine
  M. de Tommaso, A. Ambrosini, F. Brighina, G. Coppola, A. Perrotta, F. Pierelli, G. Sandrini, M. Valeriani, D. Marinazzo, S. Stramaglia, J. Schoenen
  [open access]


• Directed Information Transfer in scalp electroencephalographic recordings: insights on disorders of consciousness
  D. Marinazzo, O. Gosseries, M. Boly, D. Ledoux, M. Rosanova, M. Massimini, Q. Noirhomme, S. Laureys
  [Biblio Ugent entry]


• Accelerated HF-rTMS in treatment-resistant unipolar depression: insights from subgenual anterior cingulate functional connectivity
  C. Baeken, D. Marinazzo, G. Wu, P. Van Schuerbeek, J. De Mey, I. Marchetti, M. Vanderhasselt, J. Remue, R. Luypaert, R. De Raedt
  [open access]


• Mapping the voxel-wise effective connectome in resting state fMRI
  G. Wu, W. Liao, H. Chen, S. Stramaglia, D. Marinazzo
  [open access]


• Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality
  G. Wu, W. Liao, H. Chen, S. Stramaglia, D. Marinazzo
  [1222 KB pdf]


• A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data
  G. Wu, W. Liao, S. Stramaglia, J. Ding, H. Chen, D. Marinazzo
  [1750 KB pdf]


• Functional and effective connectivity in EEG alpha and beta bands during intermittent flash stimulation in migraine with and without aura
  M. de Tommaso, S. Stramaglia, D. Marinazzo, G. Trotta, M. Pellicoro


• Expanding the transfer entropy to identify information circuits in complex systems
  S. Stramaglia, G. Wu, M. Pellicoro, D. Marinazzo
  [1980 KB pdf]


• Mapping the epileptic brain with EEG dynamical connectivity: established methods and novel approaches
  M. Papadopoulou, K. Vonck, P. Boon, D. Marinazzo
  [552 KB pdf]


• Information flow in networks and the law of diminishing marginal returns: evidence from modeling and human electroencephalographic recordings
  D. Marinazzo, G. Wu, L. Angelini, M. Pellicoro, S. Stramaglia
  [open access]


• Causal information approach to partial conditioning in multivariate data sets
  D. Marinazzo, M. Pellicoro, S. Stramaglia
  [[open access]


• Neural adaptation while preserving coding accuracy
  J.Cortes, D.Marinazzo, M.Oram, P.Series, T.Sejnowski, M.vanRossum
  [883 KB pdf]


• Multi-scale causal connectivity analysis by canonical correlation: theory and application to epileptic brain
  G.Wu, F.Chen, D.Kang, X.Zhang, D.Marinazzo, H.Chen
  [1185 KB pdf]


• Nonlinear connectivity by Granger causality
  D. Marinazzo, W.Liao, H.Chen, S.Stramaglia
  [660 KB pdf]


• Small-world Directed Networks in the Human Brain: Multivariate Granger Causality Analysis of Resting State fMRI
  W.Liao, J.Ding, D.Marinazzo, Z.Pan, Z.Zhang, G. Lu, H. Chen
  [2450 KB pdf]


• Grouping time series by pairwise measures of redundancy
  D.Marinazzo, W.Liao, M.Pellicoro, S.Stramaglia
  [84 KB pdf]


• Redundant variables and Granger causality
  L.Angelini, M.De Tommaso, D. Marinazzo, L.Nitti, M.Pellicoro, S.Stramaglia
  [84 KB pdf]


• Kernel Granger Causality Mapping Effective Connectivity on fMRI Data
  W.Liao, D. Marinazzo, Z.Pan, H.Chen, Q.Gong
  [645 KB pdf]


• Kernel Granger causality and the analysis of dynamical networks
  D. Marinazzo, M.Pellicoro and S. Stramaglia
  [208 KB pdf]


• Kernel method for nonlinear Granger causality
  D. Marinazzo, M.Pellicoro and S. Stramaglia
  [236 KB pdf]


• Semi-supervised learning by search of optimal target vector
  L.Angelini, D.Marinazzo, M.Pellicoro, S. Stramaglia
  [180 KB pdf]


• Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses
  D. Marinazzo, H.J.Kappen and C.C.A.M. Gielen
  [1964 KB pdf]


• Effects of Levetiracetam vs Topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine patients
  M. De Tommaso, D.Marinazzo, L.Nitti, M.Pellicoro, M.Guido, C.Serpino, S.Stramaglia
  [456 KB pdf]


• Phase diagram of a generalized Winfree model
  F. Giannuzzi, D. Marinazzo, G. Nardulli, M. Pellicoro, S. stramaglia
  [151 KB pdf]


• Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series
  L.Angelini, R. Maestri, D. Marinazzo, L. Nitti, M. Pellicoro, G. D. Pinna, S. Stramaglia, S.A. Tupputi
  [885 KB pdf]


• Natural clustering: the modularity approach
  L.Angelini, D.Marinazzo, M.Pellicoro, S. Stramaglia
  [191 KB pdf]


• Identification of network modules by optimization of ratio association
  L.Angelini, S.Boccaletti, D.Marinazzo, M.Pellicoro, S. Stramaglia
  [191 KB pdf]


• Nonlinear parametric model for Granger causality of time series
  D. Marinazzo, M.Pellicoro and S. Stramaglia
  [103 KB pdf]


• Kernel method for clustering based on optimal target vector
  L. Angelini, D. Marinazzo, M.Pellicoro and S. Stramaglia
  [116 KB pdf]


• The measure of randomness by leave-one-out prediction error in the analysis of EEG after laser painful stimulation in healthy subjects and migraine patients
  M. de Tommaso, D. Marinazzo, S.Stramaglia
  [378 KB pdf]


• Measuring randomness by leave-one-out prediction error. Analysis of EEG after painful stimulation
  N. Ancona, L. Angelini, M. De Tommaso, D. Marinazzo, L. Nitti, M.Pellicoro and S. Stramaglia
  [241 KB pdf]


• Leave-one-out prediction error of systolic arterial pressure time series under paced breathing
  N.Ancona, R.Maestri, D.Marinazzo, L.Nitti, M. Pellicoro, G.D. Pinna, S.Stramaglia
  [143 KB pdf]


• Visually evoked phase synchronization changes of alpha rhythm in migraine. Correlations with clinical features
  M. de Tommaso, D. Marinazzo, M. Guido, G. Libro, S. Stramaglia, L. Nitti, G. Lattanzi, L. Angelini, M. Pellicoro
  [261 KB pdf]


• A Radial Basis Function approach to nonlinear Granger causality of time series
  N.Ancona, D.Marinazzo, S.Stramaglia
  [121 KB pdf]


• Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation
  L.Angelini, G.Lattanzi, R.Maestri, D.Marinazzo, G.Nardulli, L.Nitti, M.Pellicoro, G.Pinna, S.Stramaglia
  [158 KB pdf]


• Steady-state visual evoked potentials and phase synchronization in migraine patients
  L.Angelini, M.De Tommaso, M.Guido, K.Hu, P.Ivanov, D.Marinazzo, G.Nardulli, L.Nitti, M.Pellicoro, C.Pierro, S.Stramaglia
  [133 KB pdf]