Zhang Zhengwei, Chang Shuimiao, Li Kaiwen, Yao Jinhan, Wang Zhao, Liu Jiewei, Jiang Lin, Chai Feiyan, Wang Xiaogang
Department of Ophthalmology, Wuxi No.2 People's Hospital, Affiliated Wuxi Clinical College of Nantong University, Wuxi, Jiangsu, 214002, China.
Department of Ophthalmology, Jiangnan University Medical Centre, Wuxi, Jiangsu, 214002, China.
Heliyon. 2024 Dec 27;11(1):e41542. doi: 10.1016/j.heliyon.2024.e41542. eCollection 2025 Jan 15.
Using a fully automated multitask deep learning method, which enabled simultaneous segmentation and quantification of all major anterior segment structures with swept-source optical coherence tomography (SS-OCT), we aimed to investigate the three-dimensional (3D) alterations in iris morphology before and after implantable collamer lens (ICL) surgery.
All enrolled patients underwent anterior segment SS-OCT (ANTERION) within one week before and after ICL surgery. A multitask network automatically performed iris SS-OCT image segmentation and quantitative measurements of 3D iris morphology (iris thickness and volume of the inner 1-mm annular area and the outer 1-2-mm annular area, iris curvature [I-Curve], and iris smooth index [SI]).
Forty-six eyes of 27 patients (average age, 26.0 ± 5.3 years) were included in the final data analysis. The spherical equivalent ranged from -15.75 to -4.00 diopters (D). The mean ICL vault values were 537.92 ± 161.69 μm, which positively and significantly correlated with the pre- ( = 0.333, = 0.024) and postoperative ( = 0.351, = 0.017) anterior chamber depth (ACD). The mean pupil diameter significantly decreased, whereas both ACD and lens thickness significantly increased postoperatively. The iris thickness, iris volume of the inner 1-mm annular area and the outer 1-2-mm annular area, and SI decreased significantly within one week after ICL implantation. All mean values of the I-Curve increased dramatically postoperatively.
Iris morphology, ACD, and lens thickness were significantly altered after ICL implantation.
我们旨在利用一种全自动多任务深度学习方法,该方法能够通过扫频光学相干断层扫描(SS-OCT)同时对所有主要眼前节结构进行分割和定量分析,研究可植入式角膜接触镜(ICL)手术前后虹膜形态的三维(3D)变化。
所有纳入研究的患者在ICL手术前后一周内接受了眼前节SS-OCT(ANTERION)检查。一个多任务网络自动对虹膜SS-OCT图像进行分割,并对3D虹膜形态进行定量测量(虹膜厚度、内1毫米环形区域和外1-2毫米环形区域的体积、虹膜曲率[I-曲线]和虹膜平滑指数[SI])。
最终数据分析纳入了27例患者的46只眼(平均年龄26.0±5.3岁)。等效球镜度范围为-15.75至-4.00屈光度(D)。平均ICL拱高值为537.92±161.69μm,与术前(r = 0.333,P = 0.024)和术后(r = 0.351,P = 0.017)前房深度(ACD)呈正相关且具有显著相关性。术后平均瞳孔直径显著减小,而ACD和晶状体厚度均显著增加。ICL植入后一周内,虹膜厚度、内1毫米环形区域和外1-2毫米环形区域的虹膜体积以及SI均显著降低。术后I-曲线的所有平均值均显著增加。
ICL植入后虹膜形态、ACD和晶状体厚度发生了显著改变。