Research graph
References from Toward fully algorithmic care for type 1 diabetes: The case for AI autonomy, and a recalibrated role for the diabetologist in an ageing type 2 diabetes population. Local targets link to admitted publications; unresolved targets remain external evidence.
11th edition of the IDF Diabetes Atlas: global, regional, and national diabetes prevalence estimates for 2024 and projections for 2050
10.1016/s2213-8587(25)00299-2 · 2026 · External reference
Management of hyperglycaemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD)
10.1007/s00125-022-05787-2 · 2022 · External reference
Clinical inertia in people with type 2 diabetes: a retrospective cohort study of more than 80,000 people
10.2337/dc13-0331 · 2013 · External reference
Six-month randomized, multicenter trial of closed-loop control in type 1 diabetes
10.1056/nejmoa1907863 · 2019 · External reference
Advanced hybrid closed loop therapy versus conventional treatment in adults with type 1 diabetes (ADAPT): a randomised controlled study
10.1016/s2213-8587(22)00212-1 · 2022 · External reference
Trial of hybrid closed-loop control in young children with type 1 diabetes
10.1056/nejmoa2210834 · 2023 · External reference
American Diabetes Association Professional Practice Committee for Diabetes. 7. Diabetes technology: Standards of Care in Diabetes—2026. Diabetes Care
2026 · External reference
Global epidemiology and burden of type 2 diabetes in adults aged 55 and older: insights from 1990 to 2021
10.1177/20420188251362011 · 2025 · External reference
High prevalence of comorbidities in older adult patients with type 2 diabetes: a cross-sectional survey
10.1186/s12877-024-05483-3 · 2024 · External reference
Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices
10.1038/s41746-018-0040-6 · 2018 · External reference
A deep learning system for predicting time to progression of diabetic retinopathy
10.1038/s41591-023-02702-z · 2024 · External reference
A randomized trial of automated insulin delivery in type 2 diabetes
10.1056/nejmoa2415948 · 2025 · External reference
Real-time AI-assisted insulin titration system for glucose control in patients with type 2 diabetes: a randomized clinical trial
10.1001/jamanetworkopen.2025.8910 · 2025 · External reference
Artificial intelligence for diabetes care: current and future prospects
10.1016/s2213-8587(24)00154-2 · 2024 · External reference
10.1109/cogsima61085.2024.10553768
10.1109/cogsima61085.2024.10553768 · External reference
Real-time AI-assisted insulin titration system for glucose control in patients with type 2 diabetes: a randomized clinical trial
10.1001/jamanetworkopen.2025.8910 · ExternalCitation · doi-reference
Management of hyperglycaemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD)
10.1007/s00125-022-05787-2 · ExternalCitation · doi-reference
Advanced hybrid closed loop therapy versus conventional treatment in adults with type 1 diabetes (ADAPT): a randomised controlled study
10.1016/s2213-8587(22)00212-1 · ExternalCitation · doi-reference
Artificial intelligence for diabetes care: current and future prospects
10.1016/s2213-8587(24)00154-2 · ExternalCitation · doi-reference
11th edition of the IDF Diabetes Atlas: global, regional, and national diabetes prevalence estimates for 2024 and projections for 2050
10.1016/s2213-8587(25)00299-2 · ExternalCitation · doi-reference
A deep learning system for predicting time to progression of diabetic retinopathy
10.1038/s41591-023-02702-z · ExternalCitation · doi-reference
Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices
10.1038/s41746-018-0040-6 · ExternalCitation · doi-reference
Six-month randomized, multicenter trial of closed-loop control in type 1 diabetes
10.1056/nejmoa1907863 · ExternalCitation · doi-reference
Trial of hybrid closed-loop control in young children with type 1 diabetes
10.1056/nejmoa2210834 · ExternalCitation · doi-reference
A randomized trial of automated insulin delivery in type 2 diabetes
10.1056/nejmoa2415948 · ExternalCitation · doi-reference
10.1109/cogsima61085.2024.10553768
10.1109/cogsima61085.2024.10553768 · ExternalCitation · doi-reference
Global epidemiology and burden of type 2 diabetes in adults aged 55 and older: insights from 1990 to 2021
10.1177/20420188251362011 · ExternalCitation · doi-reference
High prevalence of comorbidities in older adult patients with type 2 diabetes: a cross-sectional survey
10.1186/s12877-024-05483-3 · ExternalCitation · doi-reference
Clinical inertia in people with type 2 diabetes: a retrospective cohort study of more than 80,000 people
10.2337/dc13-0331 · ExternalCitation · doi-reference
