Nicola Toschi
Orcid: 0000-0003-1929-5833
According to our database1,
Nicola Toschi
authored at least 88 papers
between 2008 and 2024.
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Bibliography
2024
4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs.
Neurocomputing, February, 2024
The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner].
IEEE Signal Process. Mag., January, 2024
Neural Networks, 2024
Stochastic brain dynamics exhibits differential regional distribution and maturation-related changes.
NeuroImage, 2024
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification.
Frontiers Neuroinformatics, 2024
CoRR, 2024
Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging.
Comput. Methods Programs Biomed., 2024
Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models.
Comput. Biol. Medicine, 2024
2023
Image Vis. Comput., September, 2023
From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks.
Comput. Methods Programs Biomed., June, 2023
CoRR, 2023
Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023
Proceedings of the Topological, 2023
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
2022
A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data.
Medical Image Anal., 2022
Inf. Fusion, 2022
Editorial: Synchronization, Swarming and Emergent Behaviors in Complex Networks and Neuroscience.
Frontiers Comput. Neurosci., 2022
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli.
CoRR, 2022
BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks.
CoRR, 2022
Physically constrained neural networks to solve the inverse problem for neuron models.
CoRR, 2022
An intertwined neural network model for EEG classification in brain-computer interfaces.
CoRR, 2022
Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Compartmental models for diffusion weighted MRI reveal widespread brain changes in HIV-infected patients.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Classification of real-world pathological phonocardiograms through multi-instance learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
An interpretable machine learning model to explain the interplay between brain lesions and cortical atrophy in multiple sclerosis.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
A Body Tracking-Based Low-Cost Solution for Monitoring Workers' Hygiene Best Practices during Pandemics.
Sensors, 2020
Structural connectome and connectivity lateralization of the multimodal vestibular cortical network.
NeuroImage, 2020
Disruption of brain network organization in patients with human immunodeficiency virus (HIV) infection.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Global and local reorganization of brain network connectivity in sudden sensorineural hearing loss.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A novel Graph Attention Network Architecture for modeling multimodal brain connectivity.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
The central autonomic network at rest: Uncovering functional MRI correlates of time-varying autonomic outflow.
NeuroImage, 2019
A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease.
NeuroImage, 2019
A Parsimonious Granger Causality Formulation for Capturing Arbitrarily Long Multivariate Associations.
Entropy, 2019
Variability and Reproducibility of Directed and Undirected Functional MRI Connectomes in the Human Brain.
Entropy, 2019
A Machine Learning Tool for Interpreting Differences in Cognition Using Brain Features.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Reduced betweenness centrality of a sensory-motor vestibular network in subclinical agoraphobia.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A random initialization deep neural network for discriminating malignant breast cancer lesions.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
A probabilistic template of human mesopontine tegmental nuclei from <i>in vivo</i> 7 T MRI.
NeuroImage, 2018
A Multi-modal Convolutional Neural Network Framework for the Prediction of Alzheimer's Disease.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Structural connectome of the human vestibular, pre-motor, and navigation network <sup>*</sup>.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A realistic neuronal network and neurovascular coupling model for the study of multivariate directed connectivity in fMRI data.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Computing in Cardiology, 2018
2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Early axonal damage in normal appearing white matter in multiple sclerosis: Novel insights from multi-shell diffusion MRI.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Dynamical brain connectivity estimation using GARCH models: An application to personality neuroscience.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Estimating directed brain-brain and brain-heart connectivity through globally conditioned Granger causality approaches.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Simultaneous estimation of the in-mean and in-variance causal connectomes of the human brain.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Prediction of Impaired Performance in Trail Making Test in MCI Patients With Small Vessel Disease Using DTI Data.
IEEE J. Biomed. Health Informatics, 2016
Biomed. Signal Process. Control., 2016
Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Brain-heart linear and nonlinear dynamics during visual emotional elicitation in healthy subjects.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Forecasting nanoparticle toxicity using nonlinear predictive regressor learning systems.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Reconstructing multivariate causal structure between functional brain networks through a Laguerre-Volterra based Granger causality approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Distribution-aware estimation of the minimum achievable uncertainty in diffusion-tensor imaging (DTI).
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Toward an <i>In Vivo</i> Neuroimaging Template of Human Brainstem Nuclei of the Ascending Arousal, Autonomic, and Motor Systems.
Brain Connect., 2015
Intraoperative hemodynamics predict postoperative mortality in orthotopic liver transplantation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Globally conditioned causality in estimating directed brain-heart interactions through joint MRI and RR series analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Lower Instantaneous Entropy of Heartbeat Dynamics during Seizures in Untreated Temporal Lobe Epilepsy.
Proceedings of the Computing in Cardiology, 2015
2014
Lower Instantaneous Entropy of Heartbeat Dynamics Characterizes Cognitive Impairment in Parkinson's Disease.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Proceedings of the Computing in Cardiology, 2013
2012
Quantifying uncertainty in Transcranial Magnetic Stimulation - A high resolution simulation study in ICBM space.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Identification of Mild Alzheimer's Disease through automated classification of structural MRI features.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Intra- and inter-beat modeling of cardiovascular dynamics and control: Assessing haemodynamic stability and responsiveness.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Arterial blood pressure regulation following aorta clamping and declamping during surgery.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2008
Interventricular coupling coefficients in a thick shell model of passive cardiac chamber deformation.
Medical Biol. Eng. Comput., 2008