PARAGLIOLA, GIOVANNI
PARAGLIOLA, GIOVANNI
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR - Sede Secondaria Napoli
Glucose data interpretation in pediatric diabetes using an artificial intelligence approach
2025 Paragliola, G.; Campanella, S.; Cherubini, V.; Tiberi, V.; Pierleoni, P.; Belli, A.; Iannilli, A.; Palma, L.
Haptic Teleoperation in Extended Reality for Electric Vehicle Battery Disassembly Using Gaussian Mixture Regression
2025 Rastegarpanah, A.; Mineo, C.; Contreras, C. A.; Shaarawy, A.; Paragliola, G.; Stolkin, R.
LongitProgression: A Python Tool for Studying Factors of Disease Progression through Multivariate Longitudinal Clustering
2025 Ribino, Patrizia; Paragliola, Giovanni; Di Napoli, Claudia; Mannone, Maria
Longitudinal Analysis of Disease Progression in the Elderly: An Approach to Mitigate the Burden of Frailty, Functional and Cognitive Decline
2025 Ribino, Patrizia; Paragliola, Giovanni; Di Napoli, Claudia; Serino, Luca; Chicco, Davide; Gasparini, Francesca
Multivariate longitudinal clustering reveals neuropsychological factors as dementia predictors in an Alzheimer’s disease progression study
2025 Ribino, Patrizia; Napoli, Claudia Di; Paragliola, Giovanni; Chicco, Davide; Gasparini, Francesca
Stratifying Mild Cognitive Impairment Patients via Embedded Transcriptomic Data and Clustering Analysis
2025 Antonelli, L.; Paragliola, G.; Serino, L.; Di Napoli, C.; Ribino, P.; Granata, I.
Temporal phenotyping and prognostic stratification of patients with sepsis through longitudinal clustering
2025 Ribino, P.; Mannone, M.; Di Napoli, C.; Paragliola, G.; Chicco, D.; Gasparini, Francesca
A Federated K-Means-Based Approach in eHealth Domains with Heterogeneous Data Distributions
2024 Paragliola, G.; Ribino, P.; Mannone, M.
Advanced Monitoring with Enhanced Security in Critical Infrastructures: the DOSSIER framework
2024 Mineo, C.; Nardone, R.; Paoletti, M.; Paragliola, G.; Petruolo, A.
Analyzing trajectories of clinical markers in patients with sepsis through multivariate longitudinal clustering
2024 Ribino, P.; Mannone, M.; Di Napoli, C.; Paragliola, G.; Chicco, D.; Gasparini, F.
Clustering of longitudinal Clinical Dementia Rating data to identify predictors of Alzheimer's disease progression
2024 Ribino, P.; Paragliola, G.; Di Napoli, C.; Mannone, M.; Chicco, Davide; Gasparini, Francesca
Clustering of longitudinal Clinical Dementia Rating data to identify predictors of Alzheimer's disease progression
2024 Ribino, Patrizia; Paragliola, Giovanni; Napoli, Claudia Di; Mannone, Maria; Chicco, Davide; Gasparini, Francesca
Clustering-based stratification of mild cognitive impairment: Insights from blood transcriptomic data
2024 Antonelli, Laura; DI NAPOLI, Claudia; Maddalena, Lucia; Paragliola, Giovanni; Ribino, Patrizia; Serino, Luca; Granata, Ilaria
Electric Vehicle Battery Disassembly Using Interfacing Toolbox for Robotic Arms
2024 Rastegarpanah, Alireza; Mineo, Carmelo; Alan Contreras, Cesar; Aflakian, Ali; Paragliola, Giovanni; Stolkin, Rustam
Exploring heterogeneous data distribution issues in e-health federated systems
2024 Paragliola, G.; Ribino, P.
Hyper-Parameter Optimization through Reinforcement Learning for Survival Prediction of Patients with Heart Failure
2024 Ribino, P.; Di Napoli, C.; Paragliola, G.; Serino, L.
Towards Personalized AI-Based Diabetes Therapy: A Review
2024 Campanella, S.; Paragliola, G.; Cherubini, V.; Pierleoni, P.; Palma, L.
A Federated Learning Approach to Support the Decision-Making Process for ICU Patients in a European Telemedicine Network
2023 Paragliola, Giovanni; Ribino, Patrizia; Ullah, Zaib
A federated learning-based approach to recognize subjects at a high risk of hypertension in a non-stationary scenario
2023 Paragliola, Giovanni; Paragliola, Giovanni
An AI-empowered infrastructure for risk prevention during medical examination
2023 Shah, S. I. H.; Naeem, M.; Paragliola, G.; Coronato, A.; Pechenizkiy, M.