Maria Guerrisi

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 21

Top Topics

Nonlinear Models

Granger Causality

Top Venues

Biomed. Signal Process. Control.

Publications

Francesco Di Ciò, Silvia Minosse, Eliseo Picchi, F. Di Giuliano, Loredana Sarmati, Elisabetta Teti, Massimo Andreoni, Roberto Floris, Maria Guerrisi, Francesco Garaci, Nicola Toschi
Whole-brain white matter network reorganization in HIV. EMBC (2021)
Silvia Minosse, Eliseo Picchi, Francesca Di Giuliano, Francesco Di Ciò, Chiara Adriana Pistolese, Loredana Sarmati, Elisabetta Teti, Massimo Andreoni, Roberto Floris, Maria Guerrisi, Francesco Garaci, Nicola Toschi
Compartmental models for diffusion weighted MRI reveal widespread brain changes in HIV-infected patients. EMBC (2021)
Andrea Duggento, Allegra Conti, Maria Guerrisi, Nicola Toschi
Classification of real-world pathological phonocardiograms through multi-instance learning. EMBC (2021)
Silvia Minosse, Francesco Garaci, Federica Martino, Roberta Di Mauro, Milena Melis, Francesca Di Giuliano, Eliseo Picchi, Roberto Floris, Maria Guerrisi, Stefano Di Girolamo, Nicola Toschi
Global and local reorganization of brain network connectivity in sudden sensorineural hearing loss. EMBC (2020)
Silvia Minosse, Eliseo Picchi, Francesca Di Giuliano, Simona Lanzafame, Guglielmo Manenti, Chiara Adriana Pistolese, Loredana Sarmati, Elisabetta Teti, Massimo Andreoni, Roberto Floris, Maria Guerrisi, Francesco Garaci, Nicola Toschi
Disruption of brain network organization in patients with human immunodeficiency virus (HIV) infection. 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)
Andrea Duggento, Manuel Scimeca, Nicoletta Urbano, Elena Bonanno, Marco Aiello, Carlo Cavaliere, Giuseppe Leonardo Cascella, Davide Cascella, Giovanni Conte, Maria Guerrisi, Nicola Toschi
A random initialization deep neural network for discriminating malignant breast cancer lesions. EMBC (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)
Andrea Duggento, Maria Guerrisi, Nicola Toschi
Recurrent neural networks for reconstructing complex directed brain connectivity. EMBC (2019)
Silvia Minosse, Francesco Garaci, Alessio Martucci, Simona Lanzafame, Francesca Di Giuliano, Eliseo Picchi, Massimo Cesareo, Raffaele Mancino, Maria Guerrisi, Roberto Floris, Carlo Nucci, Nicola Toschi
Disruption of brain network organization in primary open angle glaucoma. EMBC (2019)
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)
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, Marco Giannelli, Carlo Tessa, Simona Lanzafame, Maria Guerrisi, Nicola Toschi
Distribution-aware estimation of the minimum achievable uncertainty in diffusion-tensor imaging (DTI). EMBC (2016)
Nicola Toschi, Stefano Ciulli, Stefano Diciotti, Andrea Duggento, Maria Guerrisi, Andrea Magrini, Luisa Campagnolo, Antonio Pietroiusti
Forecasting nanoparticle toxicity using nonlinear predictive regressor learning systems. EMBC (2016)
Gaetano Valenza, Andrea Romigi, Luca Citi, Fabio Placidi, Francesca Izzi, Maria Albanese, Enzo Pasquale Scilingo, Maria Grazia Marciani, Andrea Duggento, Maria Guerrisi, Nicola Toschi, Riccardo Barbieri
Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics. EMBC (2016)
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)
Gaetano Valenza, Stefano Orsolini, Stefano Diciotti, Luca Citi, Enzo Pasquale Scilingo, Maria Guerrisi, Sabrina Danti, Claudio Lucetti, Carlo Tessa, Riccardo Barbieri, Nicola Toschi
Assessment of spontaneous cardiovascular oscillations in Parkinson's disease. Biomed. Signal Process. Control. 26 (2016)
Riccardo Barbieri, Gaetano Valenza, Luca Citi, Fabio Placidi, Francesca Izzi, Maria Albanese, Maria Grazia Marciani, Maria Guerrisi, Andrea Romigi, Nicola Toschi
Lower Instantaneous Entropy of Heartbeat Dynamics during Seizures in Untreated Temporal Lobe Epilepsy. CinC (2015)
Varesh Prasad, Nicola Toschi, Antonio Canichella, Martina Marcellucci, Filadelfo Coniglione, Mario Dauri, Maria Guerrisi, Thomas Heldt
Intraoperative hemodynamics predict postoperative mortality in orthotopic liver transplantation. EMBC (2015)
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)
Riccardo Barbieri, Gaetano Valenza, Luca Citi, Maria Guerrisi, Stefano Orsolini, Carlo Tessa, Stefano Diciotti, Nicola Toschi
Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease. CinC (2014)
Riccardo Barbieri, Luca Citi, Gaetano Valenza, Maria Guerrisi, Stefano Orsolini, Carlo Tessa, Stefano Diciotti, Nicola Toschi
Increased Instability of Heartbeat Dynamics in Parkinson's Disease. CinC (2013)
Salvatore Pala, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Manuela Ferrario
Comparisons of predictors of fluid responsiveness in major surgery. EMBC (2012)
Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate. EMBC (2012)
Nicola Toschi, Martin E. Keck, Tobias Welt, Maria Guerrisi
Quantifying uncertainty in Transcranial Magnetic Stimulation - A high resolution simulation study in ICBM space. EMBC (2012)
Manuela Ferrario, Federico Aletti, Nicola Toschi, Antonio Canichella, Filadelfo Coniglione, Elisabetta Sabato, Florencia della Badia Giussi, Mario Dauri, Alessandro F. Sabato, Maria Guerrisi, Sergio Cerutti
Arterial blood pressure regulation following aorta clamping and declamping during surgery. EMBC (2011)
Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Antonio Canichella, Filadelfo Coniglione, Elisabetta Sabato, Florencia della Badia Giussi, Mario Dauri, Alessandro F. Sabato, Maria Guerrisi, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
Estimation of baroreflex sensitivity during anesthesia induction with propofol. EMBC (2011)
Nicola Toschi, Andrea Duggento, Antonio Canichella, Filadelfo Coniglione, Mario Dauri, Alessandro F. Sabato, Maria Guerrisi
Intra- and inter-beat modeling of cardiovascular dynamics and control: Assessing haemodynamic stability and responsiveness. EMBC (2011)
Nicola Toschi, Maria Guerrisi
Interventricular coupling coefficients in a thick shell model of passive cardiac chamber deformation. Medical Biol. Eng. Comput. 46 (7) (2008)