Francesco Prendin

The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP

Francesco Prendin, Jacopo Pavan, Giacomo Cappon et al. · Scientific Reports · 2023 · 124 citations · Full text

Forecasting of Glucose Levels and Hypoglycemic Events: Head-to-Head Comparison of Linear and Nonlinear Data-Driven Algorithms Based on Continuous Glucose Monitoring Data Only

Francesco Prendin, Simone Del Favero, Martina Vettoretti et al. · Sensors · 2021 · 60 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +25

Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-Box Approaches to a Physiological White-Box One

Giacomo Cappon, Francesco Prendin, Andrea Facchinetti et al. · IEEE Transactions on Biomedical Engineering · 2023 · 24 citations · Full text

A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes.

Giacomo Cappon, Lorenzo Meneghetti, Francesco Prendin et al. · 2020 · 10 citations

Combined Use of Glucose-Specific Model Identification and Alarm Strategy Based on Prediction-Funnel to Improve Online Forecasting of Hypoglycemic Events

Simone Faccioli, Francesco Prendin, Andrea Facchinetti et al. · Journal of Diabetes Science and Technology · 2022 · 10 citations · Full text