Luca Passamonti

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 31

Top Topics

Granger Causality

Healthy Subjects

Brain Connectivity

Top Venues

Publications

Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti, Nicola Toschi, Pietro Lio
DBGSL: Dynamic Brain Graph Structure Learning. MIDL (2023)
Giovanna Maria Dimitri, Simeon E. Spasov, Andrea Duggento, Luca Passamonti, Pietro Liò, Nicola Toschi
Multimodal and multicontrast image fusion via deep generative models. CoRR (2023)
Frank H. Hezemans, Noham Wolpe, Claire O'Callaghan, Rong Ye, Catarina Rua, P. Simon Jones, Alexander G. Murley, Negin Holland, Ralf Regenthal, Kamen A. Tsvetanov, Roger A. Barker, Caroline H. Williams-Gray, Trevor W. Robbins, Luca Passamonti, James B. Rowe
Noradrenergic deficits contribute to apathy in Parkinson's disease through the precision of expected outcomes. PLoS Comput. Biol. 18 (5) (2022)
Giovanna Maria Dimitri, Simeon Spasov, Andrea Duggento, Luca Passamonti, Pietro Lió, Nicola Toschi
Multimodal and multicontrast image fusion via deep generative models. Inf. Fusion 88 (2022)
Tiago Azevedo, Alexander Campbell, Rafael Romero-Garcia, Luca Passamonti, Richard A. I. Bethlehem, Pietro Liò, Nicola Toschi
A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data. Medical Image Anal. 79 (2022)
Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti, Nicola Toschi, Pietro Liò
DBGSL: Dynamic Brain Graph Structure Learning. CoRR (2022)
Rong Ye, Catarina Rua, Claire O'Callaghan, P. Simon Jones, Frank H. Hezemans, Sanne S. Kaalund, Kamen A. Tsvetanov, Christopher T. Rodgers, Guy B. Williams, Luca Passamonti, James B. Rowe
probabilistic atlas of the human locus coeruleus at ultra-high field. NeuroImage 225 (2021)
Li Su, Ajenthan Surendranathan, Yujing Huang, William R. Bevan-Jones, Luca Passamonti, Yong T. Hong, Robert Arnold, Patricia Vázquez Rodríguez, Yi Wang, Elijah Mak, Tim D. Fryer, Franklin I. Aigbirhio, James B. Rowe, John T. O'Brien
Relationship between tau, neuroinflammation and atrophy in Alzheimer's disease: The NIMROD study. Inf. Fusion 67 (2021)
Alexandru-Catalin Filip, Tiago Azevedo, Luca Passamonti, Nicola Toschi, Pietro Liò
A novel Graph Attention Network Architecture for modeling multimodal brain connectivity. EMBC (2020)
Giovanna Maria Dimitri, Simeon E. Spasov, Andrea Duggento, Luca Passamonti, Pietro Lio', Nicola Toschi
Unsupervised stratification in neuroimaging through deep latent embeddings. EMBC (2020)
Iole Indovina, Gianfranco Bosco, Roberta Riccelli, Vincenzo Maffei, Francesco Lacquaniti, Luca Passamonti, Nicola Toschi
Structural connectome and connectivity lateralization of the multimodal vestibular cortical network. NeuroImage 222 (2020)
Tiago Azevedo, Luca Passamonti, Pietro Liò, Nicola Toschi
Towards a predictive spatio-temporal representation of brain data. CoRR (2020)
Tiago Azevedo, Luca Passamonti, Pietro Liò, Nicola Toschi
A deep spatiotemporal graph learning architecture for brain connectivity analysis. EMBC (2020)
Francesco Di Ciò, Francesco Garaci, Silvia Minosse, Luca Passamonti, Alessio Martucci, Simona Lanzafame, Francesca Di Giuliano, Eliseo Picchi, Raffaele Mancino, Maria Guerrisi, Carlo Nucci, Roberto Floris, Nicola Toschi
Disruption of structural brain networks in Primary Open Angle Glaucoma. EMBC (2020)
Allegra Conti, Andrea Duggento, Maria Guerrisi, Luca Passamonti, Iole Indovina, Nicola Toschi
Variability and Reproducibility of Directed and Undirected Functional MRI Connectomes in the Human Brain. Entropy 21 (7) (2019)
Gaetano Valenza, Roberta Sclocco, Andrea Duggento, Luca Passamonti, Vitaly Napadow, Riccardo Barbieri, Nicola Toschi
The central autonomic network at rest: Uncovering functional MRI correlates of time-varying autonomic outflow. NeuroImage 197 (2019)
Andrea Duggento, Gaetano Valenza, Luca Passamonti, Salvatore Nigro, Maria Giovanna Bianco, Maria Guerrisi, Riccardo Barbieri, Nicola Toschi
A Parsimonious Granger Causality Formulation for Capturing Arbitrarily Long Multivariate Associations. Entropy 21 (7) (2019)
Iole Indovina, Allegra Conti, Francesco Lacquaniti, Jeffrey P. Staab, Luca Passamonti, Nicola Toschi
Reduced betweenness centrality of a sensory-motor vestibular network in subclinical agoraphobia. EMBC (2019)
Gaetano Valenza, Andrea Duggento, Luca Passamonti, Nicola Toschi, Riccardo Barbieri
Resting State Neural Correlates of Cardiac Sympathetic Dynamics in Healthy Subjects. EMBC (2019)
Simeon E. Spasov, Luca Passamonti, Andrea Duggento, Pietro Liò, Nicola Toschi
A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease. NeuroImage 189 (2019)
Tiago Azevedo, Luca Passamonti, Pietro Liò, Nicola Toschi
A Machine Learning Tool for Interpreting Differences in Cognition Using Brain Features. AIAI (2019)
Iole Indovina, Roberta Riccelli, Luca Passamonti, Vincenzo Maffei, Gianfranco Bosco, Francesco Lacquaniti, Nicola Toschi
. EMBC (2018)
Simeon E. Spasov, Luca Passamonti, Andrea Duggento, Pietro Liò, Nicola Toschi
A Multi-modal Convolutional Neural Network Framework for the Prediction of Alzheimer's Disease. EMBC (2018)
Andrea Duggento, Luca Passamonti, Maria Guerrisi, Nicola Toschi
A realistic neuronal network and neurovascular coupling model for the study of multivariate directed connectivity in fMRI data. EMBC (2018)
Gaetano Valenza, Andrea Duggento, Luca Passamonti, Stefano Diciotti, Carlo Tessa, Nicola Toschi, Riccardo Barbieri
Resting-state brain correlates of cardiovascular complexity. EMBC (2017)
Gaetano Valenza, Andrea Duggento, Luca Passamonti, Stefano Diciotti, Carlo Tessa, Riccardo Barbieri, Nicola Toschi
Resting-state brain correlates of instantaneous autonomic outflow. EMBC (2017)
R. Riccelli, Luca Passamonti, Andrea Duggento, Maria Guerrisi, Iole Indovina, A. Terracciano, Nicola Toschi
Dynamical brain connectivity estimation using GARCH models: An application to personality neuroscience. EMBC (2017)
Andrea Duggento, Luca Passamonti, Maria Guerrisi, Nicola Toschi
Simultaneous estimation of the in-mean and in-variance causal connectomes of the human brain. EMBC (2017)
Andrea Duggento, Luca Passamonti, Maria Guerrisi, Gaetano Valenza, Riccardo Barbieri, Nicola Toschi
Estimating directed brain-brain and brain-heart connectivity through globally conditioned Granger causality approaches. EMBC (2017)
R. Riccelli, Luca Passamonti, Andrea Duggento, Maria Guerrisi, Iole Indovina, Nicola Toschi
Dynamic inter-network connectivity in the human brain. EMBC (2017)
Andrea Duggento, Gaetano Valenza, Luca Passamonti, Maria Guerrisi, Riccardo Barbieri, Nicola Toschi
Reconstructing multivariate causal structure between functional brain networks through a Laguerre-Volterra based Granger causality approach. EMBC (2016)
Andrea Duggento, Marta Bianciardi, Lawrence L. Wald, Luca Passamonti, Maria Guerrisi, Riccardo Barbieri, Nicola Toschi
Globally conditioned causality in estimating directed brain-heart interactions through joint MRI and RR series analysis. EMBC (2015)
Luca Passamonti, A. Terracciano, R. Riccelli, G. Donzuso, Antonio Cerasa, MG. Vaccaro, F. Novellino, Francesco Fera, Aldo Quattrone
Increased functional connectivity within mesocortical networks in open people. NeuroImage 104 (2015)
Nicholas D. Walsh, Tim Dalgleish, Valerie J. Dunn, Rosemary Abbott, Michelle C. St. Clair, Matthew Owens, Graeme Fairchild, William S. Kerslake, Lucy V. Hiscox, Luca Passamonti, Michael P. Ewbank, Maria Ban, Andrew J. Calder, Ian M. Goodyer
5-HTTLPR-environment interplay and its effects on neural reactivity in adolescents. NeuroImage 63 (3) (2012)
Michael P. Ewbank, Andrew D. Lawrence, Luca Passamonti, Jill Keane, Polly V. Peers, Andrew J. Calder
Anxiety predicts a differential neural response to attended and unattended facial signals of anger and fear. NeuroImage 44 (3) (2009)
Luca Passamonti, James B. Rowe, Michael P. Ewbank, Adam Hampshire, Jill Keane, Andrew J. Calder
Connectivity from the ventral anterior cingulate to the amygdala is modulated by appetitive motivation in response to facial signals of aggression. NeuroImage 43 (3) (2008)
Luca Passamonti, Antonio Cerasa, Maria C. Gioia, Angela Magariello, Maria Muglia, Aldo Quattrone, Francesco Fera
Genetically dependent modulation of serotonergic inactivation in the human prefrontal cortex. NeuroImage 40 (3) (2008)