A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems - Daniels, John; Herrero, Pau; Georgiou, Pantelis (Sensors (Basel, Switzerland), 2022)
Keywords: Adult; Algorithms; artificial pancreas; Blood Glucose; Blood Glucose Self-Monitoring; Blood sugar; carbohydrate estimation; Carbohydrates; Daniels, J; Deep Learning; Diabetes; Diabetes Mellitus, Type 1 - drug therapy; Estimates; Glucose; Humans; Insulin; Insulin Infusion Systems; Kalman filters; machine learning; meal detection; Meals; multitask learning; Neural networks; Pancreas; Pancreas, Artificial; Sensors; type 1 diabetes; deep learning; type 1 diabetes; carbohydrate estimation; quantile regression; meal detection; artificial pancreas; machine learning; multitask learning; neural network