Autonomous Artificial Intelligence in Diabetic Retinopathy: From Algorithm to Clinical Application
نویسندگان
چکیده
منابع مشابه
Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy
PURPOSE Disease staging involves the assessment of disease severity or progression and is used for treatment selection. In diabetic retinopathy, disease staging using a wide area is more desirable than that using a limited area. We investigated if deep learning artificial intelligence (AI) could be used to grade diabetic retinopathy and determine treatment and prognosis. METHODS The retrospec...
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BACKGROUND Diabetic Retinopathy (DR) is a leading cause of visual impairment in the United States. The CDC estimates that the prevalence of DR will triple from 2005 to 2050. MAIN BODY The report summarizes major past advances in diabetes research and their impact on clinical practice. Current paradigms and future directions are also discussed. CONCLUSIONS DR is a leading cause of visual imp...
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ژورنال
عنوان ژورنال: Journal of Diabetes Science and Technology
سال: 2020
ISSN: 1932-2968,1932-2968
DOI: 10.1177/1932296820909900