[HTML][HTML] Machine learning and data mining methods in diabetes research

I Kavakiotis, O Tsave, A Salifoglou… - Computational and …, 2017 - Elsevier
The remarkable advances in biotechnology and health sciences have led to a significant
production of data, such as high throughput genetic data and clinical information, generated …

Diabetic retinopathy: global prevalence, major risk factors, screening practices and public health challenges: a review

DSW Ting, GCM Cheung… - Clinical & experimental …, 2016 - Wiley Online Library
Diabetes retinopathy (DR) is a leading cause of vision loss in middle‐aged and elderly
people globally. Early detection and prompt treatment allow prevention of diabetes‐related …

Global estimates on the number of people blind or visually impaired by diabetic retinopathy: a meta-analysis from 1990 to 2010

JL Leasher, RRA Bourne, SR Flaxman… - Diabetes …, 2016 - Am Diabetes Assoc
OBJECTIVE To estimate global and regional trends from 1990 to 2010 of the prevalence
and number of persons visually impaired specifically by diabetic retinopathy (DR), as a …

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 …

Global prevalence and major risk factors of diabetic retinopathy

JWY Yau, SL Rogers, R Kawasaki… - Diabetes …, 2012 - Am Diabetes Assoc
OBJECTIVE To examine the global prevalence and major risk factors for diabetic retinopathy
(DR) and vision-threatening diabetic retinopathy (VTDR) among people with diabetes …

High-coverage plasma lipidomics reveals novel sex-specific lipidomic fingerprints of age and BMI: Evidence from two large population cohort studies

HB Beyene, G Olshansky, AA T. Smith, C Giles… - PLoS …, 2020 - journals.plos.org
Obesity and related metabolic diseases show clear sex-related differences. The growing
burden of these diseases calls for better understanding of the age-and sex-related metabolic …

Current epidemiology of diabetic retinopathy and diabetic macular edema

J Ding, TY Wong - Current diabetes reports, 2012 - Springer
With increasing global prevalence of diabetes, diabetic retinopathy (DR) is set to be the
principle cause of vision impairment in many countries. DR affects a third of people with …

Therapeutic potential of curcumin in diabetic complications

N Parsamanesh, M Moossavi, A Bahrami… - Pharmacological …, 2018 - Elsevier
Diabetes mellitus is an extremely prevalent endocrine disease and a major global public
health concern. Diabetic complications, such as retinopathy, nephropathy, neuropathy and …

Diabetic retinopathy and diabetic macular oedema pathways and management: UK Consensus Working Group

WM Amoaku, F Ghanchi, C Bailey, S Banerjee… - Eye, 2020 - nature.com
The management of diabetic retinopathy (DR) has evolved considerably over the past
decade, with the availability of new technologies (diagnostic and therapeutic). As such, the …

Prevalence of diabetic retinopathy in various ethnic groups: a worldwide perspective

S Sivaprasad, B Gupta, R Crosby-Nwaobi… - Survey of ophthalmology, 2012 - Elsevier
The alarming rise in diabetes prevalence is a global public health and economic problem.
Diabetic retinopathy is the most common complication of diabetes and the leading cause of …