Journal article
Nailfold capillaroscopy and deep learning in diabetes
Abstract
OBJECTIVE: To determine whether nailfold capillary images, acquired using video capillaroscopy, can provide diagnostic information about diabetes and its complications.
RESEARCH DESIGN AND METHODS: Nailfold video capillaroscopy was performed in 120 adult patients with and without type 1 or type 2 diabetes, and with and without cardiovascular disease. Nailfold images were analyzed using convolutional neural networks, a deep learning technique. …
Authors
Shah R; Petch J; Nelson W; Roth K; Noseworthy MD; Ghassemi M; Gerstein HC
Journal
Journal of Diabetes, Vol. 15, No. 2, pp. 145–151
Publisher
Wiley
Publication Date
2 2023
DOI
10.1111/1753-0407.13354
ISSN
1753-0393