Due to the high prevalence of diabetic retinopathy,the diagnostic process can be time-consuming,and there is a shortage of experienced doctors.Therefore,it is important to develop a paramedical system.A system for detecting diabetic reti-nopathy was developed using Vue and Antd technologies for front-end interaction,FastApi and Nginx for back-end architecture,and deploying deep learning algorithms on the Web side.The system assists patients in monitoring the progression of their disease.Doctors can then formulate appropriate treatment plans based on the segmentation and prediction results provided by the system.This significantly reduces diagnosis time and aids in the early detection and treatment of diabetic patients'diseases.
关键词
糖尿病性视网膜病变/辅助诊疗系统/深度学习/系统设计
Key words
diabetic retinopathy/assisted diagnosis and treatment system/deep learning/system design
维普
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