ArticleActa diabetologica2020
Diabetic retinopathy screening in urban primary care setting with a handheld smartphone-based retinal camera.
Article in Acta diabetologica, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 27 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Implementation research on noncommunicable disease prevention and control interventions in low- and middle-income countries: A systematic review.PLoS medicine · 2022Pooled it
- Accuracy of portable artificial intelligence-supported fundus camera in the screening of diabetic retinopathy in primary care.Archives of endocrinology and metabolism · 2026Article
- Diabetic retinopathy screening model in low and middle-income countries: a scoping review.BMC public health · 2025Article
- Disruption to diabetes and hypertension care during the COVID-19 pandemic in Latin America and the Caribbean and mitigation approaches: a scoping review.BMC health services research · 2025Article
- Integrating Nursing-Teleophthalmology Improves Diabetic Retinopathy Screening in Primary Healthcare, Reducing Unnecessary Referrals to Specialist Healthcare.International journal of nursing practice · 2025Article
- Screening for diabetic retinopathy at a health centre in South Africa: A cross-sectional study.Journal of public health in Africa · 2025Article
- Eye care interventions that reduce access inequities for women, rural residents and older people in low-middle-income countries: a scoping review.Frontiers in public health · 2025Article
- Diagnostic accuracy of a smartphone-based device (VistaView) for detection of diabetic retinopathy: A prospective study.PLOS digital health · 2024Article
- One-field, two-field and five-field handheld retinal imaging compared with standard seven-field Early Treatment Diabetic Retinopathy Study photography for diabetic retinopathy screening.The British journal of ophthalmology · 2024Article
- Clinical utility of handheld fundus and smartphone-based camera for monitoring diabetic retinal diseases: a review study.International ophthalmology · 2024Review
- Tackling syndemics by integrating infectious and noncommunicable diseases in health systems of low- and middle-income countries: A narrative systematic review.PLOS global public health · 2024Article
- Review
- Diabetic retinopathy screenings in West Virginia: an assessment of teleophthalmology implementation.BMC ophthalmology · 2023Article
- Health system adaptions to improve care for people living with non-communicable diseases during COVID-19 in low-middle income countries: A scoping review.Journal of global health · 2023Article
- Prevalence of diabetic retinopathy in Brazil: a systematic review with meta-analysis.Diabetology & metabolic syndrome · 2023Article
- Ophthalmic imaging in diabetic retinopathy: A review.Clinical & experimental ophthalmology · 2022Review
- Feasibility of screening for diabetic retinopathy using artificial intelligence, Brazil.Bulletin of the World Health Organization · 2022Article
- Comparison of Handheld Retinal Imaging with ETDRS 7-Standard Field Photography for Diabetic Retinopathy and Diabetic Macular Edema.Ophthalmology. Retina · 2022Article
- Digital Health Opportunities to Improve Primary Health Care in the Context of COVID-19: Scoping Review.JMIR human factors · 2022Article
- Developing portable widefield fundus camera for teleophthalmology: Technical challenges and potential solutions.Experimental biology and medicine (Maywood, N.J.) · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimsTo evaluate diabetic retinopathy (DR) screening with a portable handheld smartphone-based retinal camera and telemedicine in an urban primary healthcare setting and to evaluate the learning curve for image acquisition, performed by healthcare personnel without previous experience in retinal imaging.
methodsThis was a prospective study that enrolled patients with type 2 diabetes mellitus (T2DM) followed at a primary healthcare unit in São Paulo, Brazil. After a brief training in image acquisition, there was further continuous feedback given by a retina specialist during the remote image reading process. Each patient underwent two fundus and one anterior ocular segment images per eye, after mydriasis. Patients were classified according to the need of referral.
resultsA total of 627 adult individuals with T2DM underwent retinal evaluation. The population was composed by 63.2% female individuals, age median of 66 years, diabetes duration 10.7 ± 8.2 years and HbA1c 7.7 ± 1.9% (61 + 20.8 mmol/mol). The most prevalent associated comorbidities were arterial hypertension (80.3%) and dyslipidemia (50.2%). Referral decision was possible in 81.2% patients. Most patients had absent or non-referable DR; the main ocular media opacity detected was cataract. After the 7th day of image acquisition, the daily rate of patients whose images allowed clinical decision was maintained above 80%. A higher HbA1c was associated with referable DR.
conclusionsA low-cost DR screening strategy with a handheld device and telemedicine is feasible and has the potential to increase coverage of DR screening in underserved areas; the possibility of mobile units is relevant for DR screening in the context of COVID-19 pandemic. Daily rate of patients whose examinations allowed clinical decision. X-axis: day of examination; Y-axis: rate (%) of patients whose examinations allowed a clinical decision.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.