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[HTML][HTML] Continuous glucose monitoring sensors: past, present and future algorithmic challenges
A Facchinetti - Sensors, 2016 - mdpi.com
Continuous glucose monitoring (CGM) sensors are portable devices that allow measuring
and visualizing the glucose concentration in real time almost continuously for several days …
and visualizing the glucose concentration in real time almost continuously for several days …
Convolutional recurrent neural networks for glucose prediction
Control of blood glucose is essential for diabetes management. Current digital therapeutic
approaches for subjects with type 1 diabetes mellitus such as the artificial pancreas and …
approaches for subjects with type 1 diabetes mellitus such as the artificial pancreas and …
Stacked LSTM based deep recurrent neural network with kalman smoothing for blood glucose prediction
Background Blood glucose (BG) management is crucial for type-1 diabetes patients
resulting in the necessity of reliable artificial pancreas or insulin infusion systems. In recent …
resulting in the necessity of reliable artificial pancreas or insulin infusion systems. In recent …
Fault detection and safety in closed-loop artificial pancreas systems
BW Bequette - Journal of diabetes science and technology, 2014 - journals.sagepub.com
Continuous subcutaneous insulin infusion pumps and continuous glucose monitors enable
individuals with type 1 diabetes to achieve tighter blood glucose control and are critical …
individuals with type 1 diabetes to achieve tighter blood glucose control and are critical …
A statistical virtual patient population for the glucoregulatory system in type 1 diabetes with integrated exercise model
Purpose We introduce two validated single (SH) and dual hormone (DH) mathematical
models that represent an in-silico virtual patient population (VPP) for type 1 diabetes (T1D) …
models that represent an in-silico virtual patient population (VPP) for type 1 diabetes (T1D) …
[HTML][HTML] Linear parameter varying (LPV) based robust control of type-I diabetes driven for real patient data
L Kovács - Knowledge-Based Systems, 2017 - Elsevier
Due to increasing prevalence of diabetes as well as increasing management costs, the
artificial control of diabetes is a highly important task. Model-based design allows finding …
artificial control of diabetes is a highly important task. Model-based design allows finding …
Data-driven anomaly recognition for unsupervised model-free fault detection in artificial pancreas
The last decade has seen tremendous improvements in technologies for Type 1 Diabetes
(T1D) management, in particular the so-called artificial pancreas (AP), a wearable closed …
(T1D) management, in particular the so-called artificial pancreas (AP), a wearable closed …
A novel method to detect pressure-induced sensor attenuations (PISA) in an artificial pancreas
N Baysal, F Cameron, BA Buckingham… - Journal of diabetes …, 2014 - journals.sagepub.com
Background: Continuous glucose monitors (CGMs) provide real-time interstitial glucose
concentrations that are essential for automated treatment of individuals with type 1 diabetes …
concentrations that are essential for automated treatment of individuals with type 1 diabetes …
Model-based detection and classification of insulin pump faults and missed meal announcements in artificial pancreas systems for type 1 diabetes therapy
Objective: The artificial pancreas (AP) is an innovative closed-loop system for type 1
diabetes therapy, in which insulin is infused by portable pumps and insulin dosage is …
diabetes therapy, in which insulin is infused by portable pumps and insulin dosage is …
Early detection of infusion set failure during insulin pump therapy in type 1 diabetes
M Cescon, DJ DeSalvo, TT Ly… - Journal of diabetes …, 2016 - journals.sagepub.com
Background: Insulin infusion set failure resulting in prolonged hyperglycemia or diabetic
ketoacidosis can occur with pump therapy in type 1 diabetes. Set failures are frequently …
ketoacidosis can occur with pump therapy in type 1 diabetes. Set failures are frequently …