Eleonora M. Aiello

Therapy-driven Deep Glucose Forecasting

Eleonora M. Aiello, Giuseppe Lisanti, Lalo Magni et al. · Engineering Applications of Artificial Intelligence · 2019 · 46 citations · Full text

Engineering, Data Science, Insulin Management +5

Multiple models for artificial pancreas predictions identified from free-living condition data: A proof of concept study

Chiara Toffanin, Eleonora M. Aiello, Simone Del Favero et al. · Journal of Process Control · 2019 · 38 citations

Engineering, Computational Medicine, Predictive Analytics +9

Glucose-insulin model identified in free-living conditions for hypoglycaemia prevention

Chiara Toffanin, Simone Del Favero, Eleonora M. Aiello et al. · Journal of Process Control · 2018 · 35 citations

Obesity, Diabetes Management, Glucose-insulin Model +6

Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes

Eleonora M. Aiello, Chiara Toffanin, Mirko Messori et al. · IEEE Control Systems Letters · 2018 · 33 citations

Nutrition, Machine Learning, Meal Bolus +19

Model Predictive Control (MPC) of an artificial pancreas with data-driven learning of multi-step-ahead blood glucose predictors

Eleonora M. Aiello, Mehrad Jaloli, Marzia Cescon · Control Engineering Practice · 2023 · 18 citations · Full text

Engineering, Data Science, Insulin Management +9