Artificial Intelligence and Diabetic Retinopathy: AI Framework, prospective studies, head-to-head validation, and cost-effectiveness

AE Rajesh, OQ Davidson, CS Lee, AY Lee - Diabetes care, 2023 - Am Diabetes Assoc
Current guidelines recommend that individuals with diabetes receive yearly eye exams for
detection of referable diabetic retinopathy (DR), one of the leading causes of new-onset …

[HTML][HTML] Systematic review of health economic evaluations focused on artificial intelligence in healthcare: the tortoise and the cheetah

MM Voets, J Veltman, CH Slump, S Siesling… - Value in health, 2022 - Elsevier
Objectives This study aimed to systematically review recent health economic evaluations
(HEEs) of artificial intelligence (AI) applications in healthcare. The aim was to discuss …

Cost-effectiveness of artificial intelligence screening for diabetic retinopathy in rural China

XM Huang, BF Yang, WL Zheng, Q Liu, F Xiao… - BMC Health Services …, 2022 - Springer
Background Diabetic retinopathy (DR) has become a leading cause of global blindness as a
microvascular complication of diabetes. Regular screening of diabetic retinopathy is strongly …

Cost-effectiveness of AI for pediatric diabetic eye exams from a health system perspective

M Ahmed, T Dai, R Channa, MD Abramoff… - NPJ digital …, 2025 - nature.com
Autonomous artificial intelligence (AI) for pediatric diabetic retinal disease (DRD) screening
has demonstrated safety, effectiveness, and the potential to enhance health equity and …

Effectiveness of artificial intelligence screening in preventing vision loss from diabetes: a policy model

R Channa, RM Wolf, MD Abràmoff, HP Lehmann - NPJ digital medicine, 2023 - nature.com
The effectiveness of using artificial intelligence (AI) systems to perform diabetic retinal
exams ('screening') on preventing vision loss is not known. We designed the Care Process …

[HTML][HTML] Artificial Intelligence Applications in Diabetic Retinopathy: What We Have Now and What to Expect in the Future

M Kong, SJ Song - Endocrinology and Metabolism, 2024 - synapse.koreamed.org
Diabetic retinopathy (DR) is a major complication of diabetes mellitus and is a leading cause
of vision loss globally. A prompt and accurate diagnosis is crucial for ensuring favorable …

Social determinants of health and impact on screening, prevalence, and management of diabetic retinopathy in adults: a narrative review

D Patel, A Ananthakrishnan, T Lin, R Channa… - Journal of Clinical …, 2022 - mdpi.com
Diabetic retinal disease (DRD) is the leading cause of blindness among working-aged
individuals with diabetes. In the United States, underserved and minority populations are …

Pediatric diabetic retinopathy: updates in prevalence, risk factors, screening, and management

T Lin, RA Gubitosi-Klug, R Channa, RM Wolf - Current diabetes reports, 2021 - Springer
Abstract Purpose of Review Diabetic retinopathy (DR) is a microvascular complication of
diabetes mellitus and a major cause of vision loss worldwide. The purpose of this review is …

Advances in structural and functional retinal imaging and biomarkers for early detection of diabetic retinopathy

Z Zhang, C Deng, YM Paulus - Biomedicines, 2024 - mdpi.com
Diabetic retinopathy (DR), a vision-threatening microvascular complication of diabetes
mellitus (DM), is a leading cause of blindness worldwide that requires early detection and …

[HTML][HTML] Transformative applications of oculomics-based AI approaches in the management of systemic diseases: A systematic review

Z Li, S Yin, S Wang, Y Wang, W Qiang… - Journal of Advanced …, 2024 - Elsevier
Background Systemic diseases, such as cardiovascular and cerebrovascular conditions,
pose significant global health challenges due to their high mortality rates. Early identification …