Automated Identification of Incomplete and Complete Retinal Epithelial Pigment and Outer Retinal Atrophy Using Machine Learning.

Jeffrey N Chiang,Giulia Corradetti,Muneeswar Gupta Nittala,Federico Corvi,Nadav Rakocz,Akos Rudas,Berkin Durmus,Ulzee An,Sriram Sankararaman,Alec Chiu,Eran Halperin,Srinivas R Sadda

Ophthalmology. Retina（2023）

引用 9|浏览42

暂无评分

摘要

A deep learning model can accurately and precisely identify both iRORA and cRORA lesions within the OCT B-scan volume. The model can achieve similar sensitivity compared with human graders, which potentially obviates a laborious and time-consuming annotation process and could be developed into a diagnostic screening tool.

查看译文

关键词

Age-related macular degeneration,Deep learning,Geographic atrophy,Incomplete retinal pigment epithelial and outer retinal atrophy,Nonneovascular macular degeneration

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要