ReviewFrontiers in bioengineering and biotechnology2024
Progress in clinical research and applications of retinal vessel quantification technology based on fundus imaging.
Review in Frontiers in bioengineering and biotechnology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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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.
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Who cites it
11 citing papers in PubMed.
- Artificial intelligence-based quantitative analysis of interocular retinal vascular differences in school-age children with mild to moderate anisometropia.Frontiers in medicine · 2026Article
- The impact of preoperative inflammatory indices on retinal vessel density and macular perfusion after anti-VEGF treatment in branch retinal vein occlusion (BRVO) using wide-field SS-OCTA.Frontiers in medicine · 2026Article
- Association between peripheral retinal lesions and ocular biometric parameters in adults with mild-to-moderate myopia attending a refractive surgery clinic.Frontiers in medicine · 2026Article
- Quantitative color fundus photography parameters as potential biomarkers of axial length progression: evidence from a machine learning cohort study.Frontiers in cell and developmental biology · 2026Article
- Association between fundus tessellated density and subfoveal choroidal thickness in children with different refractive statuses.Frontiers in medicine · 2026Article
- Relationship between choroidal thickness changes and macrophage polarization in high myopia.Frontiers in medicine · 2026Review
- Comparative analysis of retinal vascular structural parameters in populations with different glucose metabolism status based on color fundus photography and artificial intelligence.Frontiers in cell and developmental biology · 2025Article
- Retinal features as predictive indicators for high myopia: insights from explainable multi-machine learning models.Frontiers in bioengineering and biotechnology · 2025Article
- Quantitative evaluation of retinal vascular parameters among highland and lowland native children using artificial intelligence.Frontiers in cell and developmental biology · 2025Article
- RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics · 2024Article
- A semantic segmentation method to analyze retinal vascular parameters of diabetic nephropathy.Frontiers in medicine · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Retinal blood vessels are the only directly observed blood vessels in the body; changes in them can help effective assess the occurrence and development of ocular and systemic diseases. The specificity and efficiency of retinal vessel quantification technology has improved with the advancement of retinal imaging technologies and artificial intelligence (AI) algorithms; it has garnered attention in clinical research and applications for the diagnosis and treatment of common eye and related systemic diseases. A few articles have reviewed this topic; however, a summary of recent research progress in the field is still needed. This article aimed to provide a comprehensive review of the research and applications of retinal vessel quantification technology in ocular and systemic diseases, which could update clinicians and researchers on the recent progress in this field.
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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.