Research progress of artificial intelligence in the diagnosis of glaucoma 人工智能在青光眼诊断中的研究进展

Yang，Lidan1; Li，Qingqian2; Chen，Qianyin3; Ma，Hongjie1,3; Risa，Higashita4; Lin，Di5; Lin，Chen1,6

2023-06-01

10.13389/j.cnki.rao.2023.0102

Recent Advances in Ophthalmology   Impact Factor & Quartile

1003-5141

In recent years, the developing artificial intelligence (AI) represented by deep learning has created many new methods for clinical research in ophthalmology, improving the efficiency of screening and diagnosing ophthalmic diseases. AI has been well applied in the diagnosis of diabetic retinopathy, cataract, retinopathy of prematurity, and keratitis. In the field of glaucoma, AI can be used to analyze multimodal images based on fundus photography, optical coherence tomography, and perimetry, so as to evaluate the structural and functional changes in the retina, improving the diagnostic level of glaucoma. This article reviews the application of AI in diagnosing glaucoma and discusses its advantages and limitations at the current stage.

artificial intelligence deep learning glaucoma

Chinese

Others

2-s2.0-85166967223

Scopus

1.The Aier School of Ophthalmology,Central South University,Changsha,Hunan Province,410035,China
2.Department of Ophthalmology,Yantian District People's Hospital,Shenzhen,Guangdong Province,518081,China
3.Guangzhou Aier Eye Hospital to Jinan University,Guangzhou,Guangdong Province,510040,China
4.Department of Computer Science and Engineering,Southern University of Science and Technology,Shenzhen,Guangdong Province,518055,China
5.School of Computer Science and Technology,Tianjin University,Tianjin,300072,China
6.Department of Ophthalmology,Shenzhen People's Hospital,Shenzhen,Guangdong Province,518020,China

Yang，Lidan,Li，Qingqian,Chen，Qianyin,等. Research progress of artificial intelligence in the diagnosis of glaucoma 人工智能在青光眼诊断中的研究进展[J]. Recent Advances in Ophthalmology,2023,43(6):500-504.

Yang，Lidan.,Li，Qingqian.,Chen，Qianyin.,Ma，Hongjie.,Risa，Higashita.,...&Lin，Chen.(2023).Research progress of artificial intelligence in the diagnosis of glaucoma 人工智能在青光眼诊断中的研究进展.Recent Advances in Ophthalmology,43(6),500-504.

Yang，Lidan,et al."Research progress of artificial intelligence in the diagnosis of glaucoma 人工智能在青光眼诊断中的研究进展".Recent Advances in Ophthalmology 43.6(2023):500-504.