Epidemiology of diabetic retinopathy, diabetic macular edema and related vision loss

R Lee, TY Wong, C Sabanayagam - Eye and vision, 2015 - Springer
Diabetic retinopathy (DR) is a leading cause of vision-loss globally. Of an estimated 285
million people with diabetes mellitus worldwide, approximately one third have signs of DR …

The global burden of diabetes and its complications: an emerging pandemic

D Susan van, JWJ Beulens… - European Journal …, 2010 - journals.sagepub.com
The number of patients with type 2 diabetes is increasing rapidly in both developed and
developing countries around the world. The emerging pandemic is driven by the combined …

[HTML][HTML] Leveraging uncertainty information from deep neural networks for disease detection

C Leibig, V Allken, MS Ayhan, P Berens, S Wahl - Scientific reports, 2017 - nature.com
Deep learning (DL) has revolutionized the field of computer vision and image processing. In
medical imaging, algorithmic solutions based on DL have been shown to achieve high …

Prevalence, incidence and future projection of diabetic eye disease in Europe: a systematic review and meta-analysis

JQ Li, T Welchowski, M Schmid, J Letow… - European journal of …, 2020 - Springer
To examine the prevalence and incidence of diabetic eye disease (DED) among individuals
with diabetes in Europe, a systematic review to identify all published European prevalence …

Prevention and early detection of vascular complications of diabetes

SM Marshall, A Flyvbjerg - Bmj, 2006 - bmj.com
Diabetes reduces life expectancy by five to 10 years. Premature cardiovascular disease is
the most common cause of morbidity and mortality, but the microvascular complications …

Diabetic retinopathy screening: a systematic review of the economic evidence

S Jones, RT Edwards - Diabetic medicine, 2010 - Wiley Online Library
Diabet. Med. 27, 249–256 (2010) Abstract This paper systematically reviews the published
literature on the economic evidence of diabetic retinopathy screening. Twenty‐nine …

Ten emerging trends in the epidemiology of diabetic retinopathy

C Sabanayagam, WF Yip, DSW Ting, G Tan… - Ophthalmic …, 2016 - Taylor & Francis
Purpose: Diabetes is a major public health problem affecting 415 million people worldwide.
With the increasing prevalence of diabetes, diabetic retinopathy (DR) is emerging as the …

Expert-validated estimation of diagnostic uncertainty for deep neural networks in diabetic retinopathy detection

MS Ayhan, L Kühlewein, G Aliyeva, W Inhoffen… - Medical image …, 2020 - Elsevier
Deep learning-based systems can achieve a diagnostic performance comparable to
physicians in a variety of medical use cases including the diagnosis of diabetic retinopathy …

Grading and disease management in national screening for diabetic retinopathy in England and Wales

S Harding, R Greenwood, S Aldington… - Diabetic …, 2003 - Wiley Online Library
Abstract Aims A National Screening Programme for diabetic eye disease in the UK is in
development. We propose a grading and early disease management protocol to detect sight …

Incidence of diabetic retinopathy in people with type 2 diabetes mellitus attending the Diabetic Retinopathy Screening Service for Wales: retrospective analysis

RL Thomas, F Dunstan, SD Luzio, SR Chowdury… - Bmj, 2012 - bmj.com
Objectives To determine the incidence of any and referable diabetic retinopathy in people
with type 2 diabetes mellitus attending an annual screening service for retinopathy and …