Nailfold capillaroscopy and deep learning in diabetes.

Reema Shah,Jeremy Petch,Walter Nelson,Karsten Roth,Michael D Noseworthy,Marzyeh Ghassemi,Hertzel C Gerstein

Journal of diabetes（2023）

引用 6|浏览66

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摘要

This proof-of-concept study demonstrates the potential of machine learning for identifying people with microvascular capillary changes from diabetes based on nailfold images, and for possibly identifying those most likely to have diabetes-related complications.

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关键词

diabetes diagnosis,machine learning,nailfold capillary,retinopathy,机器学习,甲襞毛细血管,糖尿病诊断,视网膜病变

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