Research on Deep Learning in the Detection and Classification of Diabetic Retinopathy

Yue Miao,Siyuan Tang, Pengcheng Du, Zhaoyang Li

2021 IEEE International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI)(2021)

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摘要
Diabetic retinopathy is so imperceptible in its early stages that it can lead to blindness if it is not treated at the right time. If early and timely intervention, it will reduce visual impairment. Color doppler ultrasound imaging, fundus photography, Optical Tomography and Fundus Fluorescein angiography are commonly used in the diagnosis and treatment of diabetic retinopathy. Recently, deep lear...
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关键词
Deep learning,Photography,Ultrasonic imaging,Retinopathy,Computational modeling,Tomography,Retina
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