SynthesisFrontiers in neuroscience2025
Research hotspots and trends of amblyopia treatment from 2015 to 2025: a bibliometric analysis.
Synthesis in Frontiers in neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Lower Plasma Serotonin is Associated with Higher Amyloid Burden, Hippocampal Atrophy, and Cognitive decline in Alzheimer's Disease: A 24-Month Longitudinal Study.Journal of molecular neuroscience : MN · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: This study aims to provide a comprehensive view of the current research status, hotspots, and emerging trends of amblyopia treatment through bibliometric analysis of published literature. Methods: We retrieved publications from the Web of Science Core Collection (WoSCC) and PubMed databases from 2015 to 2025. CiteSpace was used to analyze and visualize countries, institutions, journals, keywords, and references. Results: The analysis included 514 publications that show a steady increasing trend. The United States and China are the most productive countries. McGill University has made notable contributions to this field. The most prolific journal is the Journal of AAPOS, while high-impact journal JAMA Ophthalmology has the highest citations. Keyword and reference analyses reveal that the research focus has shifted to clinical trials and various binocular treatments. The analyses of the recent citation burst and clinical trials reflect the future trend of amblyopia treatment towards personalized and technologically optimized treatment and the validation of novel neuromodulation therapies. Conclusion: This study reveals the current hotspots and future directions of amblyopia treatment research. Current research focuses on clinical trials of binocular treatment through different digital platforms in amblyopia. Our findings provide critical insights for scientific and clinical research on amblyopia treatment.
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.