Weiyan Jiang, Yulin Yan, Simin Cheng, Shanshan Wan, Linying Huang, Hongmei Zheng, Miao Tian, Jian Zhu, Yumiao Pan, Jia Li, Li Huang, Lianlian Wu, Yuelan Gao, Jiewen Mao, Yuyu Cong, Yujin Wang, Qian Deng, Xiaoshuo Shi, Zixian Yang, Siqi Liu, Biqing Zheng, Yanning Yang
OBJECTIVE: The goal of the work described here was to develop and assess a deep learning-based model that could automatically segment anterior chamber angle (ACA) tissues; classify iris curvature (I-Curv), iris root insertion (IRI), and angle closure (AC); automatically locate scleral spur; and measure ACA parameters in ultrasound biomicroscopy (UBM) images. METHODS: A total of 11,006 UBM images were obtained from 1538 patients with primary angle-closure glaucoma who were admitted to the Eye Center of Renmin Hospital of Wuhan University (Wuhan, China) to develop an imaging database...
September 18, 2023: Ultrasound in Medicine & Biology