Peripheral Retinal Vessel Density in Children and Adolescents with Myopia: A Deep Learning Assessment

As AL increases, peripheral vessel density diminishes. This pattern may suggest a potential prioritization of blood flow to the macular region, although longitudinal studies are required to confirm this hypothesis. These findings suggest that deep learning analysis of ultra-widefield images can reveal subclinical vascular changes, offering a potential tool for early detection of high myopia risk.

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Publication Details

Journal
Ophthalmology and Therapy
Published
2026-02-14
DOI
https://doi.org/10.1007/s40123-026-01335-y
Primary Topic
Ophthalmology and Visual Impairment Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Peripheral Retinal Vessel Density in Children and Adolescents with Myopia: A Deep Learning Assessment

Shenglan Yi, Xin Yang, Ke Hu, Wenjuan Wan et al.
Ophthalmology and Therapy
Ophthalmology and Visual Impairment Studies
article

Peripheral Retinal Vessel Density in Children and Adolescents with Myopia: A Deep Learning Assessment

Shenglan Yi, Xin Yang, Ke Hu, Wenjuan Wan, Yongguo Xiang, Jiuyi Xia, Tong Zhang, Yong Wang, Kexin Sun, Yanlin Yang, Fanfan Huang, Hangjia Zuo
article en

Abstract

As AL increases, peripheral vessel density diminishes. This pattern may suggest a potential prioritization of blood flow to the macular region, although longitudinal studies are required to confirm this hypothesis. These findings suggest that deep learning analysis of ultra-widefield images can reveal subclinical vascular changes, offering a potential tool for early detection of high myopia risk.

Ophthalmology and TherapyVol. 15(3)
People's Hospital of Kaizhou District (CN), Chinese University of Hong Kong, Shenzhen (CN), The Affiliated Yongchuan Hospital of Chongqing Medical University (CN), Tibet Autonomous Region People's Hospital (CN), Massachusetts Eye Research and Surgery Institute (US), He Eye Hospital (CN), First People's Hospital of Chongqing (CN), Chongqing Dazu District People's Hospital (CN), Chongqing Medical University (CN)
Openalex Percentile: Top 55%
Ophthalmology and Visual Impairment Studies
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Peripheral Retinal Vessel Density in Children and Adolescents with Myopia: A Deep Learning Assessment — Shenglan Yi, Xin Yang, et al. · Ophthalmology and Therapy (2026) | TGRS Research Map | TGRS