糖尿病视网膜病变DeepDR

糖尿病视网膜病变（Diabetic Retinopathy, DR）是一种由糖尿病引起的并发症，可能导致视力下降甚至失明，早期诊断和干预对于延缓疾病进展和保护视力至关重要。传统的DR筛查通常依赖于眼科医生对眼底照片的评估，整个过程耗时且需要专业人员。 本产品基于深度学习的自动DR检测系统，利用先进的图像识别技术，能够分析眼底照片并识别DR的早期到晚期阶段的迹象，整体图像AUC 为 0.934。

Diabetic Retinopathy (DR) is a diabetes-induced complication that can cause vision impairment or even blindness. Early diagnosis and intervention are critical for delaying disease progression and preserving visual function. Traditional DR screening typically relies on ophthalmologists' assessment of fundus photographs, which is time-consuming and requires specialized medical professionals. This deep learning-based automated DR detection system leverages advanced image recognition technologies to analyze fundus photographs and detect signs of DR across early to late disease stages, achieving an overall image-level AUC of 0.934.