scholarly journals Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control

2019 ◽  
Author(s):  
Lukas Ortmann ◽  
Dawei Shi ◽  
Eyal Dassau ◽  
Francis J. Doyle ◽  
Berno J.E. Misgeld ◽  
...  
Keyword(s):  
Diabetes Mellitus ◽  
Type 1 Diabetes ◽  
Model Predictive Control ◽  
Gaussian Process ◽  
Type 1 Diabetes Mellitus ◽  
Predictive Control ◽  
Insulin Delivery

scholarly journals Technology for Augmenting Type 1 Diabetes Mellitus Management

2019 ◽  
Vol 24 (2) ◽  
pp. 99-106
Author(s):  
Michelle Condren ◽  
Samie Sabet ◽  
Laura J. Chalmers ◽  
Taylor Saley ◽  
Jenna Hopwood
Keyword(s):  
Diabetes Mellitus ◽  
Type 1 Diabetes ◽  
Type 1 Diabetes Mellitus ◽  
Continuous Glucose Monitoring ◽  
Diabetes Management ◽  
Insulin Pump ◽  
Glucose Monitoring ◽  
Insulin Delivery ◽  
Diabetes Mellitus Management

Type 1 diabetes mellitus has witnessed significant progress in its management over the past several decades. This review highlights technologic advancements in type 1 diabetes management. Continuous glucose monitoring systems are now available at various functionality and cost levels, addressing diverse patient needs, including a recently US Food and Drug Administration (FDA)–approved implantable continuous glucose monitoring system (CGMS). Another dimension to these state-of-the-art technologies is CGMS and insulin pump integration. These integrations have allowed for CGMS-based adjustments to basal insulin delivery rates and suspension of insulin delivery when a low blood glucose event is predicted. This review also includes a brief discussion of upcoming technologies such as patch-based CGMS and insulin-glucagon dual-hormonal delivery.

scholarly journals Commissioning procedure for predictive control based on ARX models of Type 1 Diabetes Mellitus patients

2017 ◽  
Vol 50 (1) ◽  
pp. 11023-11028 ◽  
Author(s):  
Lucas Griva ◽  
Marc Breton ◽  
Daniel Chernavvsky ◽  
Marta Basualdo
Keyword(s):  
Diabetes Mellitus ◽  
Type 1 Diabetes ◽  
Type 1 Diabetes Mellitus ◽  
Predictive Control
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