Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment - Idi, Elena; Prendin, Francesco; Sparacino, Giovanni; Favero, Simone Del (IEEE journal of biomedical and health informatics, 2025)
Keywords: Accuracy; Adult; Algorithms; Autoencoder; automatic feature extraction; Blood; Blood Glucose - analysis; Blood Glucose Self-Monitoring; Diabetes; Diabetes Mellitus, Type 1 - drug therapy; Fault detection; Fault diagnosis; Feature extraction; Female; Glucose; Humans; Insulin; Insulin - administration & dosage; Insulin Infusion Systems; insulin pump; insulin pump occlusions; Insulin pumps; Male; Pipelines; Random forests; Signal Processing, Computer-Assisted