Federico D'Antoni

13 papers B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FedROS-RandNN: A lightweight online Federated Learning framework for glycemic forecasting using Randomized Neural Networks. Biomed. Signal Process. Control. Alberto Maria Di Giacinto, Lorenzo Petrosino, Federico D'Antoni, Alessandro Marchetti, Luca Vollero, Leandro Pecchia, Mario Merone
2025	J	`jnl`	A zero-knowledge proof federated learning on DLT for healthcare data. J. Parallel Distributed Comput. Lorenzo Petrosino, Luigi Masi, Federico D'Antoni, Mario Merone, Luca Vollero
2025	—	`conf`	Artificial Intelligence for Non-Invasive Glucose Monitoring: ECG-Based Glycaemia Estimation in Type 1 Diabetes. MetroInd4.0 & IoT Claudia Ferraro, Federico D'Antoni, Lorenzo Petrosino, Filippo Crispino, Mario Merone, Leandro Pecchia
2025	J	`jnl`	Deep reinforcement learning for Type 1 Diabetes: Dual PPO controller for personalized insulin management. Comput. Biol. Medicine Alessandro Marchetti, Daniele Sasso, Federico D'Antoni, Francesco Morandin, Maurizio Parton, Margherita A. G. Matarrese, Mario Merone
2024	J	`jnl`	Combining Fiber Bragg Grating and Artificial Intelligence Technologies for Supporting Epidural Procedures. IEEE Trans. Biomed. Eng. Martina Pulcinelli, Federico D'Antoni, Daniela Lo Presti, Emiliano Schena, Massimiliano Carassiti, Francesca De Tommasi, Mario Merone
2024	—	`conf`	Sleeping Posture Classification Through a Multi-Sensing Smart Mattress Based On Fiber Bragg Grating Sensors: A Feasibility Study. MetroInd4.0 & IoT Federico D'Antoni, Francesca De Tommasi, Giampiero Bartolomei, Daniela Lo Presti, Luca Vollero, Sergio Silvestri, Emiliano Schena, Mario Merone, Carlo Massaroni
2023	J	`jnl`	A New Glycemic closed-loop control based on Dyna-Q for Type-1-Diabetes. Biomed. Signal Process. Control. Silvia Del Giorno, Federico D'Antoni, Vincenzo Piemonte, Mario Merone
2023	B	`conf`	Identification of the Optimal Meal Detection Strategy for Adults, Adolescents, and Children with Type 1 Diabetes: an in Silico Validation. COMPSAC Federico D'Antoni, Martina Bertazzoni, Luca Vollero, Mario Merone
2023	J	`jnl`	Layered Meta-Learning Algorithm for Predicting Adverse Events in Type 1 Diabetes. IEEE Access Federico D'Antoni, Lorenzo Petrosino, Alessandro Marchetti, Luca Bacco, Silvia Pieralice, Luca Vollero, Paolo Pozzilli, Vincenzo Piemonte, Mario Merone
2020	J	`jnl`	Auto-Regressive Time Delayed jump neural network for blood glucose levels forecasting. Knowl. Based Syst. Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Giulio Iannello, Paolo Soda
2019	—	`conf`	Early Experience in Forecasting Blood Glucose Levels Using a Delayed and Auto-Regressive Jump Neural Network. ICCI*CC Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Paolo Pozzilli, Giulio Iannello, Paolo Soda
2019	J	`jnl`	Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. Natascha Claudia D'Amico, Mario Merone, Rosa Sicilia, Ermanno Cordelli, Federico D'Antoni, Isa Bossi Zanetti, Giovanni Valbusa, Enzo Grossi, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda
2018	—	`conf`	Cross-topic Rumour Detection in the Health Domain. BIBM Rosa Sicilia, Mario Merone, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda