ArticleScientific reports2017
Retinal Vascular Imaging Markers and Incident Chronic Kidney Disease: A Prospective Cohort Study.
Article in Scientific reports, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 2 of them syntheses that pooled it.
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Who cites it
38 citing papers in PubMed, 2 syntheses or guidelines pooled it, 57 citations in OpenAlex.
- Machine learning-based risk predictive models for diabetic kidney disease in type 2 diabetes mellitus patients: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- Association of Retinal Microangiopathy with Albuminuria in Patient with Chronic Kidney Disease: a Meta-analysis Study.Medical archives (Sarajevo, Bosnia and Herzegovina) · 2023Pooled it
- Early retinal microvascular abnormalities in patients with chronic kidney disease.Microcirculation (New York, N.Y. : 1994) · 2019Trial
- From fundus to filtration: AI-driven retinal phenotyping as a framework for non-invasive prediction of kidney pathological categories (the "virtual renal biopsy" concept)- a narrative review.International urology and nephrology · 2026Review
- Artificial intelligence-based quantification of retinal microvascular biomarkers from fundus photography of chronic kidney disease: a case-control study.Frontiers in medicine · 2026Article
- Article
- Associations of Biomarkers of Kidney Tubule Health with Retinal Microvascular Signs: The Multi-Ethnic Study of Atherosclerosis.Kidney360 · 2025Article
- The Retinal Vasculature and Risk of Age-Related GFR Decline - The Renal Iohexol Clearance Survey.Kidney international reports · 2025Article
- Diagnosis of Chronic Kidney Disease Using Retinal Imaging and Urine Dipstick Data: Multimodal Deep Learning Approach.JMIR medical informatics · 2025Article
- Article
- Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images.NPJ digital medicine · 2024Article
- Artificial Intelligence Applications in Diabetic Retinopathy: What We Have Now and What to Expect in the Future.Endocrinology and metabolism (Seoul, Korea) · 2024Review
- Leuven-Haifa High-Resolution Fundus Image Dataset for Retinal Blood Vessel Segmentation and Glaucoma Diagnosis.Scientific data · 2024Article
- Capillary rarefaction: a missing link in renal and cardiovascular disease?Angiogenesis · 2024Review
- Evaluating the potential of retinal photography in chronic kidney disease detection: a review.PeerJ · 2024Review
- Retinal changes and cardiac biomarker assessment in relation to chronic kidney disease: a single centre study.BMC nephrology · 2023Article
- Article
- Deep learning-based fundus image analysis for cardiovascular disease: a review.Therapeutic advances in chronic disease · 2023Review
- Retinal Microvascular Diameters are Associated with Diabetic Kidney Disease in Patients with Type 2 Diabetes Mellitus.Diabetes, metabolic syndrome and obesity : targets and therapy · 2023Article
- Automated Systems for Calculating Arteriovenous Ratio in Retinographies: A Scoping Review.Diagnostics (Basel, Switzerland) · 2022Article
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Retinal microvascular changes indicating microvascular dysfunction have been shown to be associated with chronic kidney disease (CKD) in cross-sectional studies, but findings were mixed in prospective studies. We aimed to evaluate the relationship between retinal microvascular parameters and incident CKD in an Asian population. We examined 1256 Malay adults aged 40-80 years from the Singapore Malay Eye Study, who attended both the baseline (2004-07) and the follow-up (2011-13) examinations and were free of prevalent CKD. We measured quantitative retinal vascular parameters (arteriolar and venular calibre, tortuosity, fractal dimension and branching angle) using a computer-assisted program (Singapore I Vessel Assessment, SIVA) and retinopathy (qualitative parameter) using the modified Airlie house classification system from baseline retinal photographs. Incident CKD was defined as an estimated glomerular filtration rate (eGFR) < 60 mL/min/1.73 m
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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.