Machine Learning-Based Anomaly Detection Algorithms to Alert Patients Using Sensor Augmented Pump of Infusion Site Failures.
Lorenzo MeneghettiEyal DassauFrancis J DoyleSimone Del FaveroPublished in: Journal of diabetes science and technology (2021)
On the considered dataset, the proposed algorithm showed the potential to improve the safety of patients treated with sensor-augmented pump systems.