Application of the continuous-discrete extended Kalman filter for fault detection in continuous glucose monitors for type 1 diabetes

Keyphrases

• Type I Diabetes 100%
• Type 1 Diabetes Mellitus (T1DM) 100%
• Fault Detection 100%
• Continuous-discrete Extended Kalman Filter 100%
• Continuous Glucose Monitor 100%
• Glucose-insulin System 25%
• Statistical Test 25%
• Carbohydrate Intake 25%
• Type 1 Diabetes Patients 25%
• Medtronic 25%
• Binomial Distribution 25%
• Virtual Patient 25%
• Sensor Measurement 25%
• Prediction Residual 25%
• Insulin Pharmacokinetics 25%
• Drift Detection 25%
• Gaussian Random Walk 25%
• Clarke Error Grid Analysis 25%
• Anomaly Detection 25%
• Systems of Stochastic Differential Equations 25%
• Spike Detection 25%
• Interstitial Glucose 25%
• Detection-based 25%
• Online Detection 25%

Mathematics

• Kalman Filtering 100%
• Fault detection 100%
• Gaussian Distribution 50%
• Residuals 50%
• Stochastic Differential Equation 50%
• Grid Analysis 50%
• Binomial Distribution 50%
• Statistical Test 50%
• Random Walk 50%

Pharmacology, Toxicology and Pharmaceutical Science

• Insulin Dependent Diabetes Mellitus 100%
• Glucose 100%
• Insulin 33%
• Carbohydrates 16%
• Pharmacokinetics 16%