典型文献
Artificial intelligence for diabetic retinopathy
文献摘要:
Diabetic retinopathy (DR) is an important cause of blindness globally, and its prevalence is increasing. Early detection and intervention can help change the outcomes of the disease. The rapid development of artificial intelligence (AI) in recent years has led to new possibilities for the screening and diagnosis of DR. An AI-based diagnostic system for the detection of DR has significant advantages, such as high efficiency, high accuracy, and lower demand for human resources. At the same time, there are shortcomings, such as the lack of standards for development and evaluation and the limited scope of application. This article demonstrates the current applications of AI in the field of DR, existing problems, and possible future development directions.
文献关键词:
Artificial intelligence;Deep learning;Diabetic retinopathy
中图分类号:
作者姓名:
Li Sicong;Zhao Ruiwei;Zou Haidong
作者机构:
Department of Ophthalmology, Shanghai General Hospital (Shanghai First People's Hospital), Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China;Shanghai Eye Diseases Prevention and Treatment Center, Shanghai Eye Hospital, Shanghai 200040, China;Fudan University, Shanghai, China;Shanghai Key Laboratory of Fundus Diseases, Shanghai 200080, China;National Clinical Research Center for Eye Diseases, Shanghai 200080, China;Shanghai Engineering Center for Precise Diagnosis and Treatment of Eye Diseases, Shanghai 200080, China
文献出处:
引用格式:
[1]Li Sicong;Zhao Ruiwei;Zou Haidong-.Artificial intelligence for diabetic retinopathy)[J].中华医学杂志(英文版),2022(03):253-260
A类:
B类:
Artificial,intelligence,diabetic,retinopathy,Diabetic,DR,important,cause,blindness,globally,its,prevalence,increasing,Early,detection,intervention,help,change,outcomes,disease,rapid,development,artificial,recent,years,has,led,new,possibilities,screening,diagnosis,An,diagnostic,system,significant,advantages,such,high,efficiency,accuracy,lower,demand,human,resources,At,same,there,are,shortcomings,lack,standards,evaluation,limited,scope,This,article,demonstrates,current,applications,field,existing,problems,possible,future,directions,Deep,learning
AB值:
0.633068
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