Next-generation, personalised, model-based critical care medicine: a state-of-the art review of in silico virtual patient models, methods, and cohorts, and how to …
JG Chase, JC Preiser, JL Dickson, A Pironet… - Biomedical engineering …, 2018 - Springer
Critical care, like many healthcare areas, is under a dual assault from significantly
increasing demographic and economic pressures. Intensive care unit (ICU) patients are …
increasing demographic and economic pressures. Intensive care unit (ICU) patients are …
Challenges and recent progress in the development of a closed-loop artificial pancreas
BW Bequette - Annual reviews in control, 2012 - Elsevier
Pursuit of a closed-loop artificial pancreas that automatically controls the blood glucose of
individuals with type 1 diabetes has intensified during the past 6years. Here we discuss the …
individuals with type 1 diabetes has intensified during the past 6years. Here we discuss the …
Closed-loop artificial pancreas systems: engineering the algorithms
In this two-part Bench to Clinic narrative, recent advances in both the preclinical and clinical
aspects of artificial pancreas (AP) development are described. In the preceding Bench …
aspects of artificial pancreas (AP) development are described. In the preceding Bench …
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP
Abstract Machine learning has become a popular tool for learning models of complex
dynamics from biomedical data. In Type 1 Diabetes (T1D) management, these models are …
dynamics from biomedical data. In Type 1 Diabetes (T1D) management, these models are …
Randomized crossover comparison of personalized MPC and PID control algorithms for the artificial pancreas
OBJECTIVE To evaluate two widely used control algorithms for an artificial pancreas (AP)
under nonideal but comparable clinical conditions. RESEARCH DESIGN AND METHODS …
under nonideal but comparable clinical conditions. RESEARCH DESIGN AND METHODS …
Feasibility of long-term closed-loop control: a multicenter 6-month trial of 24/7 automated insulin delivery
B Kovatchev, P Cheng, SM Anderson… - Diabetes technology …, 2017 - liebertpub.com
Background: In the past few years, the artificial pancreas—the commonly accepted term for
closed-loop control (CLC) of blood glucose in diabetes—has become a hot topic in research …
closed-loop control (CLC) of blood glucose in diabetes—has become a hot topic in research …
Feasibility of outpatient fully integrated closed-loop control: first studies of wearable artificial pancreas
OBJECTIVE To evaluate the feasibility of a wearable artificial pancreas system, the Diabetes
Assistant (DiAs), which uses a smart phone as a closed-loop control platform. RESEARCH …
Assistant (DiAs), which uses a smart phone as a closed-loop control platform. RESEARCH …
Automated insulin delivery systems: from early research to routine care of type 1 diabetes
E Renard - Acta Diabetologica, 2023 - Springer
Automated insulin delivery (AID) systems, so-called closed-loop systems or artificial
pancreas, are based upon the concept of insulin supply driven by blood glucose levels and …
pancreas, are based upon the concept of insulin supply driven by blood glucose levels and …
Safety of outpatient closed-loop control: first randomized crossover trials of a wearable artificial pancreas
OBJECTIVE We estimate the effect size of hypoglycemia risk reduction on closed-loop
control (CLC) versus open-loop (OL) sensor-augmented insulin pump therapy in supervised …
control (CLC) versus open-loop (OL) sensor-augmented insulin pump therapy in supervised …
Successful at-home use of the tandem control-IQ artificial pancreas system in young children during a randomized controlled trial
GP Forlenza, L Ekhlaspour, M Breton… - Diabetes technology …, 2019 - liebertpub.com
Objective: Hybrid closed-loop (HCL) artificial pancreas (AP) systems are now moving from
research settings to widespread clinical use. In this study, the inControl algorithm developed …
research settings to widespread clinical use. In this study, the inControl algorithm developed …