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利用人工智能评估湿性年龄相关性黄斑变性的脉络膜血管层厚度。

Evaluation of choroid vascular layer thickness in wet age-related macular degeneration using artificial intelligence.

机构信息

Department of Ophthalmology, Peking University International Hospital, No. 1 Shengmingyuan Road, Zhongguancun Life Science Park, Changping District, Beijing, China.

Ping An Technology, 12F Building B, PingAn IFC, No.1-3 Xinyuan South Road, Beijing 100027 China.

出版信息

Photodiagnosis Photodyn Ther. 2024 Jun;47:104218. doi: 10.1016/j.pdpdt.2024.104218. Epub 2024 May 21.

DOI:10.1016/j.pdpdt.2024.104218
PMID:38777310
Abstract

PURPOSE

To facilitate the assessment of choroid vascular layer thickness in patients with wet age-related macular degeneration (AMD) using artificial intelligence (AI).

METHODS

We included 194 patients with wet AMD and 225 healthy participants. Choroid images were obtained using swept-source optical coherence tomography. The average Sattler layer-choriocapillaris complex thickness (SLCCT), Haller layer thickness (HLT), and choroidal thickness (CT) were auto-measured at 7 regions centered around the foveola using AI and subsequently compared between the 2 groups.

RESULTS

The SLCCT was lower in the AMD group than in the control group (P < 0.05). The HLT was significantly higher in the AMD group than in the control group at the Tparafovea and T-perifovea in the total population (P < 0.05) and in the ≤70-year subgroup (P < 0.05). The CT was higher in the AMD group than in the control group, particularly at the N-perifovea, T-perifovea, and T-parafovea in the ≤70-year subgroup; Interestingly, it was lower in the AMD group than in the control group at the Nparafovea, N-fovea, foveola, and T-fovea in the >70-year subgroup (P < 0.05).

CONCLUSION

This novel AI-based auto-measurement was more accurate, efficient, and detailed than manual measurements. SLCCT thinning was observed in wet AMD; however, CT changes depended on the interaction between HLT compensatory thickening and SLCCT thinning.

摘要

目的

利用人工智能(AI)方便评估湿性年龄相关性黄斑变性(AMD)患者的脉络膜血管层厚度。

方法

我们纳入了 194 例湿性 AMD 患者和 225 例健康对照者。应用扫频源光学相干断层扫描获取脉络膜图像。在黄斑中心凹周围 7 个区域,使用 AI 自动测量平均 Sattler 层-脉络膜毛细血管复合体厚度(SLCCT)、Haller 层厚度(HLT)和脉络膜厚度(CT),并比较两组间的差异。

结果

AMD 组的 SLCCT 低于对照组(P < 0.05)。在总人群和≤70 岁亚组中,AMD 组的 HLT 在 T 旁中心凹和 T 中心凹处均显著高于对照组(P < 0.05)。AMD 组的 CT 高于对照组,特别是在≤70 岁亚组的 N 旁中心凹、T 旁中心凹和 T 中心凹处;有趣的是,在>70 岁亚组的 N 中心凹、N 黄斑、黄斑中心凹和 T 黄斑处,AMD 组的 CT 低于对照组(P < 0.05)。

结论

与手动测量相比,这种新的基于 AI 的自动测量更准确、高效且详细。在湿性 AMD 中观察到 SLCCT 变薄,而 CT 的变化取决于 HLT 代偿性增厚和 SLCCT 变薄之间的相互作用。

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