Eleonora Maria Aiello

According to our database, Eleonora Maria Aiello authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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., June, 2025

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

2023

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

2020

Therapy-driven Deep Glucose Forecasting.

Eleonora Maria Aiello, Giuseppe Lisanti, Lalo Magni, Mirto Musci, Chiara Toffanin

Eng. Appl. Artif. Intell., 2020

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

Improving Diabetes Conventional Therapy via Machine Learning Modeling.

Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni

Proceedings of the 2019 American Control Conference, 2019