人工智能辅助OCT血管造影衍生状血管区参数与视野缺陷进展之间的关系 眼睛与开放角玻璃眼科
Takahiro Ninomiya1, Naoki Kiyota1, Parmanand Sharma1
1Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan.
Ophthalmology science
|March 25, 2024
概括
人工智能 (AI) 辅助的OCT血管造影 (OCTA) 显示,在开角玻璃眼 (OAG) 中,形血管区 (FAZ) 变化与视野缺陷相关. FAZ扩大和不规则可能表明眼部低 perfusion 和疾病进展.
科学领域:
- 眼科医生 眼科 眼科
- 医疗成像医学成像
- 玻璃眼研究研究 玻璃眼研究
背景情况:
- 开角玻璃眼 (OAG) 是一种渐进的视神经病变,其特征是视野 (VF) 损失.
- 光学连贯断层扫描血管造影 (OCTA) 允许对视网膜血管系统进行详细的成像,包括状血管区域 (FAZ).
- 人工智能 (AI) 平台可以自动化和增强OCTA数据的分析.
研究的目的:
- 用OAG.AG.调查与眼睛FAZ参数相关的临床因素.
- 评估人工智能辅助的OCTA在量化FAZ参数方面的实用性.
- 探索FAZ参数与OAG视野指数之间的相关性.
主要方法:
- 对558名OAG患者的885只眼睛进行了回顾性纵向研究.
- 收集的汉弗雷视野 (VF) 测试数据和3.0x3.0毫米黄斑OCTA扫描.
- 利用人工智能平台推导FAZ参数 (面积,圆性指数,周长) 并使用多变量线性混合效应模型分析了与VF总偏差 (TD) 和TD斜率的关系.
主要成果:
- FAZ参数与下中心VF TD和TD斜率相关联,但不是超中心参数,表明没有明确的垂直解剖对应.
- FAZ区域扩大与女性性别有关.
- FAZ循环性损失与衰老和睡眠呼吸暂停综合征 (SAS) 有关.
- FAZ周围的延长与衰老和女性性别有关.
结论:
- 人工智能辅助的OCTA测量FAZ扩大和不规则的形状可能作为OAG眼睛透的指标.
- 这些FAZ变化与OAG的下中心VF缺陷进展有关.
- 这些发现表明,有潜在的生物标志物可用于监测OAG的疾病活动和进展.
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