深度学习在视网膜疾病中的应用  

Progress in the application of deep learning in retinal diseases

作　　者：姜百慧 项开来 秦秀虹[1] 卢建民[1] 何岁勤[1] 赵慕瑶 马翔[1] JIANG Baihui;XIANG Kailai;QIN Xiuhong;LU Jianmin;HE Suiqin;ZHAO Muyao;MA Xiang(Department of Opthalmology,the First Affiliated Hospital of Dalian Medical University,Dalian 116001,Liaoning Province,China;Department of Artificial Intelligence,the First Affiliated Hospital of Dalian Medical University,Dalian 116001,Liaoning Province,China)

机构地区：[1]大连医科大学附属第一医院眼科,辽宁省大连市116001

出　　处：《眼科新进展》2021年第7期688-691,695,共5页Recent Advances in Ophthalmology

基　　金：国家自然科学基金面上项目(编号81770970);国家重点研发计划项目子课题(编号2017YFA0105301)。

摘　　要：深度学习作为一门前沿学科正逐渐与眼科疾病诊疗相结合,较传统方法表现出强大的优越性。本文对深度学习在相关视网膜疾病中的应用进行综述,分析并指出该技术的优势及发展前景,为眼底病诊疗的进一步发展提供参考。Deep learning,as a frontier subject,is gradually being combined with the diagnosis and treatment of ophthalmological diseases,showing strong advantages over traditional methods.The published deep learning articles related to retinal diseases will be reviewed in this article,and we will analyze and point out the advantages and development prospects of this technology for providing references for further development of diagnosis and treatment of fundus diseases.

关 键 词：深度学习 视网膜疾病 综述 

分 类 号：R774.1[医药卫生—眼科]