ArticleJAMA ophthalmology2017
Ophthalmic Screening Patterns Among Youths With Diabetes Enrolled in a Large US Managed Care Network.
Article in JAMA ophthalmology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 4 of them syntheses that pooled it.
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Who cites it
31 citing papers in PubMed, 4 syntheses or guidelines pooled it, 58 citations in OpenAlex.
- Association between socioeconomic status and diabetic retinopathy in individuals with type 1 diabetes: a systematic review and meta-analysis.BMC medicine · 2025Pooled it
- Global Prevalence of Diabetic Retinopathy in Pediatric Type 2 Diabetes: A Systematic Review and Meta-analysis.JAMA network open · 2023Pooled it
- ISPAD Clinical Practice Consensus Guidelines 2018: Microvascular and macrovascular complications in children and adolescents.Pediatric diabetes · 2018Guideline
- Type 1 Diabetes in Children and Adolescents: A Position Statement by the American Diabetes Association.Diabetes care · 2018Guideline
- Autonomous artificial intelligence increases screening and follow-up for diabetic retinopathy in youth: the ACCESS randomized control trial.Nature communications · 2024Trial
- Effect of a tailored leaflet to promote diabetic retinopathy screening among young adults with type 2 diabetes: a randomised controlled trial.BMC ophthalmology · 2020Trial
- A tailored intervention to promote uptake of retinal screening among young adults with type 2 diabetes - an intervention mapping approach.BMC health services research · 2018Trial
- Visual Deficits Due to Diabetic Retinal Disease Across Race and Ethnicity.Journal of vitreoretinal diseases · 2026Article
- Knowledge distillation-based lightweight MobileNet model for diabetic retinopathy classification.Scientific reports · 2025Article
- Heterogeneity in the development of diabetes-related complications: narrative review of the roles of ancestry and geographical determinants.Diabetologia · 2025Review
- Diabetic retinopathy screening using machine learning: a systematic review.BMC biomedical engineering · 2025Article
- Twenty-Year Trends in Prevalence and Incidence of Diabetic Retinal Disease.Ophthalmology · 2025Article
- Exploring patterns in pediatric type 1 diabetes care and the impact of socioeconomic status.BMC medicine · 2025Article
- Cost-effectiveness of AI for pediatric diabetic eye exams from a health system perspective.NPJ digital medicine · 2025Article
- Autonomous Artificial Intelligence for Diabetic Eye Disease Testing Improves Access and Equity in the Pediatric and Adult Populations: The Johns Hopkins Medicine Experience.Diabetes spectrum : a publication of the American Diabetes Association · 2025Article
- Clinical Implementation of Autonomous Artificial Intelligence Systems for Diabetic Eye Exams: Considerations for Success.Clinical diabetes : a publication of the American Diabetes Association · 2024Article
- Article
- Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models.Scientific reports · 2023Article
- Differences in retinopathy prevalence and associated risk factors across 11 countries in three continents: A cross-sectional study of 156,090 children and adolescents with type 1 diabetes.Pediatric diabetes · 2022Article
- Effect of health system on the association of rurality and level of disadvantage with receipt of diabetic eye screening.BMJ open diabetes research & care · 2022Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
Importance: Ophthalmic screening to check for diabetic retinopathy (DR) is important to prevent vision loss in persons with diabetes. The American Academy of Ophthalmology recommends that ophthalmic screening for DR occur beginning at 5 years after initial diabetes diagnosis for youths with type 1 diabetes; the American Diabetes Association recommends screening of youths with type 2 diabetes at the time of initial diagnosis. To our knowledge, it is unknown to what extent youths with diabetes obtain eye examinations in accordance with these guidelines. Objective: To assess the rate of obtaining ophthalmic examinations and factors associated with receipt of eye examinations for youths with diabetes. Design, Setting, and Participants: This retrospective, longitudinal cohort study examined youths 21 years or younger with newly diagnosed diabetes enrolled in a US managed care network from January 1, 2001, through December 31, 2014. Main Outcomes and Measures: Kaplan-Meier survival curves estimated the time from initial diabetes diagnosis to first eye examination by an ophthalmologist or optometrist. Multivariable Cox proportional hazards regression models identified factors associated with receiving an ophthalmic examination after initial diabetes diagnosis. Results: Among 5453 youths with type 1 diabetes (median age at initial diagnosis, 11 years; interquartile range, 8-15 years; 2972 male [54.5%]; 4505 white [82.6%]) and 7233 youths with type 2 diabetes (median age at initial diagnosis, 19 years; interquartile range, 16-22 years; 1196 male [16.5%]; 5052 white [69.9%]), 64.9% of patients with type 1 diabetes and 42.2% of patients with type 2 diabetes had undergone an eye examination by 6 years after initial diabetes diagnosis. Black youths (1367 [10.8%] of the sample) had an 11% and Latino youths (1450 [11.4%] of the sample) had an 18% decreased hazard of undergoing an eye examination by 6 years compared with white youths (black youths: adjusted hazard ratio [HR], 0.89; 95% CI, 0.79-0.99; Latino youths: HR, 0.82; 95% CI, 0.73-0.92). As household net worth increased, youths were increasingly more likely to undergo an eye examination by 6 years after initial diabetes diagnosis (net worth of ≥$500 000 vs <$25 000: HR, 1.50; 95% CI, 1.34-1.68). Conclusions and Relevance: Despite possessing health insurance, many youths with diabetes are not receiving eye examinations by 6 years after initial diagnosis to monitor for DR. These data suggest that adherence to clinical practice guidelines is particularly challenging for racial minorities and youths from less affluent families.
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