• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于人工智能提取视网膜静脉阻塞中定量超广角荧光素血管造影参数

Artificial intelligence-based extraction of quantitative ultra-widefield fluorescein angiography parameters in retinal vein occlusion.

作者信息

Huang Ryan S, Mihalache Andrew, Popovic Marko M, Munn Colyn, Melo Isabela Martins, Pecaku Aurora, Kamintsky Lyna, Friedman Alon, Wong David T, Muni Rajeev H

机构信息

Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.

Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON, Canada.

出版信息

Can J Ophthalmol. 2025 Jun;60(3):177-185. doi: 10.1016/j.jcjo.2024.08.002. Epub 2024 Aug 31.

DOI:10.1016/j.jcjo.2024.08.002
PMID:39222663
Abstract

OBJECTIVE

To examine the association between quantitative vascular parameters extracted from intravenous fluorescein angiography (IVFA) and baseline clinical characteristics of patients with retinal vein occlusion (RVO).

METHODS

Our prospective single-centre study in Toronto, Canada, recruited patients with a diagnosis of macular edema secondary to RVO presenting with a central macular thickness (CMT) ≥310 μm from 2017 to 2023. IVFA images were captured using an ultra-widefield scanning laser ophthalmoscope and processed using the artificial intelligence-based RETICAD system to extract quantitative measurements of blood flow, perfusion, and blood-retinal barrier (BRB) permeability. Univariable and multivariable regression models were used to investigate associations between quantitative IVFA parameters and baseline best-corrected visual acuity (BCVA), CMT, and macular volume.

RESULTS

The study included 41 eyes from 41 RVO patients. In the multivariable analysis, BRB permeability was significantly associated with both CMT (p < 0.001) and macular volume (p = 0.005). Subgroup analyses revealed that in central RVO patients, central BRB permeability remained significantly associated with CMT (p = 0.022) and macular volume (p = 0.010); however, there was no association with BCVA (p = 0.921). In branch RVO patients, central BRB permeability was significantly associated with BCVA (p = 0.006) and CMT (p = 0.009), but not with macular volume (p = 0.723). Additionally, both central and peripheral BRB permeability were significantly higher in patients with RVO compared to healthy controls (p < 0.001).

CONCLUSIONS

Our investigation reveals novel associations between baseline clinical characteristics and quantitative IVFA parameters in RVO patients, which may serve as clinically relevant biomarkers. Future studies should explore these associations in diverse RVO patient populations with extended follow-up.

摘要

目的

研究从静脉荧光血管造影(IVFA)中提取的定量血管参数与视网膜静脉阻塞(RVO)患者基线临床特征之间的关联。

方法

我们在加拿大多伦多进行的前瞻性单中心研究,纳入了2017年至2023年期间诊断为继发于RVO的黄斑水肿且中心黄斑厚度(CMT)≥310μm的患者。使用超广角扫描激光检眼镜采集IVFA图像,并使用基于人工智能的RETICAD系统进行处理,以提取血流、灌注和血视网膜屏障(BRB)通透性的定量测量值。采用单变量和多变量回归模型研究IVFA定量参数与基线最佳矫正视力(BCVA)、CMT和黄斑体积之间的关联。

结果

该研究纳入了41例RVO患者的41只眼。在多变量分析中,BRB通透性与CMT(p < 0.001)和黄斑体积(p = 0.005)均显著相关。亚组分析显示,在中心性RVO患者中,中心BRB通透性与CMT(p = 0.022)和黄斑体积(p = 0.010)仍显著相关;然而,与BCVA无关(p = 0.921)。在分支性RVO患者中,中心BRB通透性与BCVA(p = 0.006)和CMT(p = 0.009)显著相关,但与黄斑体积无关(p = 0.723)。此外,与健康对照组相比,RVO患者的中心和周边BRB通透性均显著更高(p < 0.001)。

结论

我们的研究揭示了RVO患者基线临床特征与IVFA定量参数之间的新关联,这些关联可能作为临床相关的生物标志物。未来的研究应在不同的RVO患者群体中进行更长期的随访,以探索这些关联。

相似文献

1
Artificial intelligence-based extraction of quantitative ultra-widefield fluorescein angiography parameters in retinal vein occlusion.基于人工智能提取视网膜静脉阻塞中定量超广角荧光素血管造影参数
Can J Ophthalmol. 2025 Jun;60(3):177-185. doi: 10.1016/j.jcjo.2024.08.002. Epub 2024 Aug 31.
2
ARTIFICIAL INTELLIGENCE-ENHANCED ANALYSIS OF RETINAL VASCULATURE IN AGE-RELATED MACULAR DEGENERATION.人工智能增强分析与年龄相关性黄斑变性相关的视网膜血管。
Retina. 2024 Sep 1;44(9):1478-1485. doi: 10.1097/IAE.0000000000004159.
3
QUANTITATIVE FLUORESCEIN ANGIOGRAPHY BIOMARKERS IN DIABETIC MACULAR EDEMA.糖尿病性黄斑水肿的定量荧光素血管造影生物标志物
Retina. 2025 Jun 1;45(6):1125-1133. doi: 10.1097/IAE.0000000000004424.
4
Visual Acuity in Retinal Vein Occlusion, Diabetic, and Uveitic Macular Edema: Central Subfield Thickness and Ellipsoid Zone Analysis.视网膜静脉阻塞、糖尿病性和葡萄膜炎性黄斑水肿的视力:中心凹下视网膜厚度和椭圆体带分析。
Ophthalmol Retina. 2021 Jul;5(7):633-647. doi: 10.1016/j.oret.2020.10.016. Epub 2020 Oct 29.
5
The prevalence of vitreomacular adhesion in eyes with macular oedema secondary to retinal vein occlusion selected for intravitreal injections.特发性黄斑裂孔手术后玻璃体内注射曲安奈德的疗效观察
Acta Ophthalmol. 2021 Nov;99(7):e1154-e1161. doi: 10.1111/aos.14746. Epub 2021 Jan 9.
6
Correlation between macular perfusion status and visual acuity in retinal vein occlusion.视网膜静脉阻塞中黄斑灌注状态与视力的相关性。
Zhong Nan Da Xue Xue Bao Yi Xue Ban. 2024 Jun 28;49(6):943-950. doi: 10.11817/j.issn.1672-7347.2024.240295.
7
OPTICAL COHERENCE TOMOGRAPHY PREDICTORS OF SHORT-TERM VISUAL ACUITY IN EYES WITH MACULAR EDEMA SECONDARY TO RETINAL VEIN OCCLUSION TREATED WITH INTRAVITREAL CONBERCEPT.玻璃体内注射康柏西普治疗视网膜静脉阻塞继发黄斑水肿患者短期视力的光学相干断层扫描预测指标
Retina. 2020 Apr;40(4):773-785. doi: 10.1097/IAE.0000000000002444.
8
QUALITATIVE AND QUANTITATIVE FOLLOW-UP USING OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY OF RETINAL VEIN OCCLUSION TREATED WITH ANTI-VEGF: Optical Coherence Tomography Angiography Follow-up of Retinal Vein Occlusion.使用抗血管内皮生长因子治疗的视网膜静脉阻塞的光学相干断层扫描血管造影的定性和定量随访:视网膜静脉阻塞的光学相干断层扫描血管造影随访
Retina. 2017 Jun;37(6):1176-1184. doi: 10.1097/IAE.0000000000001334.
9
Grading of macular perfusion in retinal vein occlusion using en-face swept-source optical coherence tomography angiography: a retrospective observational case series.使用表面扫频源光学相干断层扫描血管造影术对视网膜静脉阻塞中的黄斑灌注进行分级:一项回顾性观察病例系列研究。
BMC Ophthalmol. 2019 Jun 10;19(1):127. doi: 10.1186/s12886-019-1134-x.
10
Effects of intravitreal Bevacizumab (Avastin) monotherapy in central retinal vein occlusion in young subjects.玻璃体内注射贝伐单抗(阿瓦斯汀)单药治疗青年中心性视网膜静脉阻塞的疗效。
Rom J Ophthalmol. 2024 Jul-Sep;68(3):283-286. doi: 10.22336/rjo.2024.51.

引用本文的文献

1
The future of AI clinicians: assessing the modern standard of chatbots and their approach to diagnostic uncertainty.人工智能临床医生的未来:评估现代聊天机器人的标准及其对诊断不确定性的处理方法。
BMC Med Educ. 2024 Oct 11;24(1):1133. doi: 10.1186/s12909-024-06115-5.