Effect of artificial pancreas systems on glycaemic control in patients with type 1 diabetes: a systematic review and meta-analysis of outpatient randomised controlled …

A Weisman, JW Bai, M Cardinez, CK Kramer… - The lancet Diabetes & …, 2017 - thelancet.com
Background Closed-loop artificial pancreas systems have been in development for several
years, including assessment in numerous varied outpatient clinical trials. We aimed to …

Big data for health

J Andreu-Perez, CCY Poon… - IEEE journal of …, 2015 - ieeexplore.ieee.org
This paper provides an overview of recent developments in big data in the context of
biomedical and health informatics. It outlines the key characteristics of big data and how …

Glucose outcomes with the in-home use of a hybrid closed-loop insulin delivery system in adolescents and adults with type 1 diabetes

SK Garg, SA Weinzimer, WV Tamborlane… - Diabetes technology …, 2017 - liebertpub.com
Background: The safety and effectiveness of the in-home use of a hybrid closed-loop (HCL)
system that automatically increases, decreases, and suspends insulin delivery in response …

Home use of an artificial beta cell in type 1 diabetes

H Thabit, M Tauschmann, JM Allen… - … England Journal of …, 2015 - Mass Medical Soc
Background The feasibility, safety, and efficacy of prolonged use of an artificial beta cell
(closed-loop insulin-delivery system) in the home setting have not been established …

Type 1 diabetes

MA Atkinson, GS Eisenbarth, AW Michels - The lancet, 2014 - thelancet.com
Over the past decade, knowledge of the pathogenesis and natural history of type 1 diabetes
has grown substantially, particularly with regard to disease prediction and heterogeneity …

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 …

Mimicking the cell: bio-inspired functions of supramolecular assemblies

Y Tu, F Peng, A Adawy, Y Men… - Chemical …, 2016 - ACS Publications
The successful assembly of large supramolecular structures infers a delicate balance
between reversible noncovalent interactions which are capable of undergoing correction …

Closed-loop insulin delivery during pregnancy in women with type 1 diabetes

ZA Stewart, ME Wilinska, S Hartnell… - … England Journal of …, 2016 - Mass Medical Soc
Background In patients with type 1 diabetes who are not pregnant, closed-loop (automated)
insulin delivery can provide better glycemic control than sensor-augmented pump therapy …

[HTML][HTML] 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 …

2 month evening and night closed-loop glucose control in patients with type 1 diabetes under free-living conditions: a randomised crossover trial

J Kropff, S Del Favero, J Place, C Toffanin… - The lancet Diabetes & …, 2015 - thelancet.com
Background An artificial pancreas (AP) that can be worn at home from dinner to waking up in
the morning might be safe and efficient for first routine use in patients with type 1 diabetes …