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 …

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 …

Closed-loop artificial pancreas systems: engineering the algorithms

FJ Doyle III, LM Huyett, JB Lee, HC Zisser… - Diabetes …, 2014 - Am Diabetes Assoc
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 …

The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP

F Prendin, J Pavan, G Cappon, S Del Favero… - Scientific reports, 2023 - nature.com
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 …

Randomized crossover comparison of personalized MPC and PID control algorithms for the artificial pancreas

JE Pinsker, JB Lee, E Dassau, DE Seborg… - Diabetes …, 2016 - Am Diabetes Assoc
OBJECTIVE To evaluate two widely used control algorithms for an artificial pancreas (AP)
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 …

Feasibility of outpatient fully integrated closed-loop control: first studies of wearable artificial pancreas

BP Kovatchev, E Renard, C Cobelli, HC Zisser… - Diabetes …, 2013 - Am Diabetes Assoc
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 …

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 …

Safety of outpatient closed-loop control: first randomized crossover trials of a wearable artificial pancreas

BP Kovatchev, E Renard, C Cobelli, HC Zisser… - Diabetes …, 2014 - Am Diabetes Assoc
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 …

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 …