Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas
Mediterranean Conference on Control and Automation（2024）
Key words
Alarm System,Artificial Pancreas,Prevention Of Hypoglycemia,Neural Network,Predictive Performance,Type 1 Diabetes Mellitus,Short-term Memory,Long Short-term Memory,Promising Performance,Long Short-term Memory Network,Critical Situations,Short-term Memory Network,Blood Glucose,Root Mean Square Error,Mean Square Error,Hyperglycemia,Artificial Neural Network,Insulin Sensitivity,Performance Metrics,Recurrent Neural Network,Inter-patient Variability,Continuous Subcutaneous Insulin Infusion,Correct Detection,Prediction Quality,Signal Of Interest,Insulin Delivery,Graphics Processing Unit,State Value,Glucose Values,Past Values
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