Improving Diabetes Conventional Therapy via Machine Learning Modeling. - Eleonora Maria Aiello; Zhe Wu 004; Panagiotis D. Christofides; Chiara Toffanin; Claudio Cobelli; Lalo Magni (ACC, 2019)

Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes. - Eleonora Maria Aiello; Chiara Toffanin; Mirko Messori; Claudio Cobelli; Lalo Magni (IEEE Control. Syst. Lett., 2019)

Therapy-driven Deep Glucose Forecasting. - Eleonora Maria Aiello; Giuseppe Lisanti; Lalo Magni; Mirto Musci; Chiara Toffanin (Eng. Appl. Artif. Intell., 2020)

Model Predictive Control (MPC) of an Artificial Pancreas with Data-Driven Learning of Multi-Step-Ahead Blood Glucose Predictors. - Eleonora Maria Aiello; Mehrad Jaloli; Marzia Cescon (CoRR, 2023)

A hierarchical network model for the estimate of the energy expenditure in individuals with type 1 diabetes. - Eleonora Maria Aiello; Chiara Toffanin; Michael C. Riddell; Corby K. Martin; Susana R. Patton; Robin L. Gal; Francis J. Doyle (Eng. Appl. Artif. Intell., 2025)

Personalized Model Identification for Glucose Dynamics From Clinical Data With Incomplete Inputs. - Basak Ozaslan; Eleonora Maria Aiello; Emilia Fushimi; Francis J. Doyle; Eyal Dassau (IEEE Trans. Biomed. Eng., 2025)