SynthesisEye (London, England)2022
Myopia prediction: a systematic review.
Synthesis in Eye (London, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 4 of them syntheses 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
69 citing papers in PubMed, 4 syntheses or guidelines pooled it, 104 citations in OpenAlex.
- Efficacy of repeated low-level red-light therapy for myopia management in children and adolescents: a systematic review and meta-analysis.BMC ophthalmology · 2026Pooled it
- Artificial intelligence in ophthalmology: a bibliometric analysis of the 5-year trends in literature.Frontiers in medicine · 2025Pooled it
- Guidelines for preventing and slowing myopia progression in Brazilian children.Arquivos brasileiros de oftalmologia · 2024Guideline
- Orthokeratology in controlling myopia of children: a meta-analysis of randomized controlled trials.BMC ophthalmology · 2023Pooled it
- Does Past Myopia Progression Predict Future Progression?Investigative ophthalmology & visual science · 2026Trial
- Dynamic Accommodation Responses in Subjects Wearing Myopia Control Spectacles Modifying Peripheral Refraction.Investigative ophthalmology & visual science · 2025Trial
- Development of a deep learning model to predict cycloplegic myopia and pre- myopia: based on a large-scale screening of school-aged children.Eye (London, England) · 2026Article
- The application of artificial intelligence in myopia prediction for children and adolescents: a review.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026Review
- Artificial intelligence in pediatric myopia - a narrative review.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026Review
- Modern Methods for Preventing the Progression of Myopia in Children.Journal of clinical medicine · 2026Review
- Neuro-ophthalmic review on pediatric myopia: Advancing from refraction to a brain-centric model of axial growth.World journal of clinical pediatrics · 2026Review
- Parapapillary choroidal dense pigmentation in young healthy eyes: a cross-sectional study.International journal of retina and vitreous · 2026Article
- Machine learning classification of cycloplegic refractive status in children and adolescents using non-cycloplegic data across ten provincial-level administrative divisions.BMC medical informatics and decision making · 2026Article
- Myopic Progression Associated with COVID-19 Pandemic in Korean Children with Myopia Using 0.01% Atropine Eyedrops.Life (Basel, Switzerland) · 2026Article
- Vitreous chamber depth as part of axial elongation in pediatric myopia.BMC ophthalmology · 2026Article
- Deep Learning Prediction of Childhood Myopia Progression Using Fundus Image and Refraction Data.JAMA network open · 2026Article
- Genome-wide association study of myopia progression in Chinese adolescents and application of polygenic risk score prediction.Frontiers in chemistry · 2026Article
- Long-term observation of the endothelium morphology and corneal thickness in myopic adolescents treated with orthokeratology: a 10-year retrospective study.International journal of ophthalmology · 2026Article
- Research progress on postoperative higher-order aberrations after ICL implantation: patterns of change, influencing factors, and associated visual disturbances.Frontiers in medicine · 2026Review
- Association between fundus tessellated density and subfoveal choroidal thickness in children with different refractive statuses.Frontiers in medicine · 2026Article
9 more citing papers are in PubMed but not listed here.
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 at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Myopia is a leading cause of visual impairment and has raised significant international concern in recent decades with rapidly increasing prevalence and incidence worldwide. Accurate prediction of future myopia risk could help identify high-risk children for early targeted intervention to delay myopia onset or slow myopia progression. Researchers have built and assessed various myopia prediction models based on different datasets, including baseline refraction or biometric data, lifestyle data, genetic data, and data integration. Here, we summarize all related work published in the past 30 years and provide a comprehensive review of myopia prediction methods, datasets, and performance, which could serve as a useful reference and valuable guideline for future research.
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.