Fault Detection in Artificial Pancreas: A Model-Free approach. - Lorenzo Meneghetti; Matteo Terzi; Gian Antonio Susto; Simone Del Favero; Claudio Cobelli (CDC, 2018)

A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes. - Giacomo Cappon; Lorenzo Meneghetti; Francesco Prendin; Jacopo Pavan; Giovanni Sparacino; Simone Del Favero; Andrea Facchinetti (KDH@ECAI, 2020)

Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction. - Jacopo Pavan; Francesco Prendin; Lorenzo Meneghetti; Giacomo Cappon; Giovanni Sparacino; Andrea Facchinetti; Simone Del Favero (KDH@ECAI, 2020)

Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas. - Lorenzo Meneghetti; Matteo Terzi; Simone Del Favero; Gian Antonio Susto; Claudio Cobelli (IEEE Trans. Control. Syst. Technol., 2020)

Model-Based Detection and Classification of Insulin Pump Faults and Missed Meal Announcements in Artificial Pancreas Systems for Type 1 Diabetes Therapy. - Lorenzo Meneghetti; Andrea Facchinetti; Simone Del Favero (IEEE Trans. Biomed. Eng., 2021)