Author

R. Bellotti

3 papers indexed here

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Open access Oct 2026

An explainable EEG connectome framework for frequency-resolved analysis of functional connectivity alterations in Parkinson’s disease

Parkinson’s disease (PD) is a neurodegenerative disorder characterized by the degeneration of dopaminergic neurons, leading to a variety of motor and non-motor symptoms. Analyzing brain functional connectivity is crucial for understanding PD, with electroencephalography (EEG) serving as a valuable, non-invasive too...

Donato Romano, M. Magarelli, P. Novielli et al. · Scientific Reports · 0 citations

Preprint Sep 2026

Topological Uncertainty and Higher-Order Interactions in Spatial Networks

Environmental systems are characterized by complex spatial interactions that cannot be fully described through pairwise relationships or local uncertainty measures. We propose a unified framework combining higher-order information theory and topological data analysis to characterize the organization and uncertainty of...

Domenico Pomarico, Alessandro Fania, Gabriel Ramirez Sanchez et al. · 0 citations

#small language model Open access Sep 2026

Language of Toxicity: An eXplainable Artificial Intelligence Approach

Toxicity prediction in small molecules represents a fundamental challenge in drug development and chemical safety assessment. Traditional approaches heavily rely on predefined molecular descriptors or fingerprints, potentially limiting the ability to capture complex and nonlinear structure–activity relationships. Her...

N. Amoroso, E. Pantaleo, Fulvio Ciriaco et al. · Journal of Chemical Informat... · 0 citations