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
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
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
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