Guidelines for application of artificial intelligence in retinal image automatic segmentation and disease diagnosis(2024)
10.13389/j.cnki.rao.2024.0114
- VernacularTitle:人工智能在视网膜图像自动分割和疾病诊断中的应用指南(2024)
- Author:
Expert Workgroup of Guidelines for Application of Artificial Intelligence in Retinal Image Automatic Segmentation and Disease Diagnosis(2024)
1
,
2
,
3
;
Ophthalmology Committee of International Associa-tion of Translational Medicine
;
Ophthalmic Imaging and Intelligent Medicine Branch of Chinese Medicine Education Association
;
Chinese Ophthalmic Imaging Study Group
;
Yi SHAO
;
Mingzhi ZHANG
;
Yanwu XU
Author Information
1. 英国皇家医学会
2. 国际转化医学会眼科专业委员会
3. 中国医药教育协会眼科影像与智能医疗分会
- Keywords:
artificial intelligence;
image analysis;
automatic segmentation;
diagnosis of retinopathy
- From:
Recent Advances in Ophthalmology
2024;44(8):592-601
- CountryChina
- Language:Chinese
-
Abstract:
The rapid development of artificial intelligence(AI)technology has driven the intelligentization of medicine.In recent years,due to the continuous improvement of machine learning and deep learning technologies,AI technology has made rapid progress in the diagnosis and treatment of ocular fundus diseases,including retinal vascular disease,macular disease,retinal detachment,and retinal pigment degeneration.Early diagnosis and treatment are of great significance for the prognosis of ocular fundus diseases.This article gives a guide for the application of AI in automatic segmentation of ret-inal images and disease diagnosis,providing a reference for further research and appIication of AI in this field.
