Prediction of the risk of diabetic foot from corneal nerve images using deep learning algorithms.

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Bibliographic Details
Title: Prediction of the risk of diabetic foot from corneal nerve images using deep learning algorithms.
Authors: Liu C; Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore; Regenerative Therapy Group, Singapore Eye Research Institute, Singapore., Zhu L; Institute of High Performance Computing, Agency for Science, Technology and Research (A∗STAR), Singapore., O'Donnell GP; Department of Podiatry, Singapore General Hospital, Singapore., Koh MH; Department of Podiatry, Singapore General Hospital, Singapore., Yu M; Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore; Regenerative Therapy Group, Singapore Eye Research Institute, Singapore., Lee IXY; Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore; Regenerative Therapy Group, Singapore Eye Research Institute, Singapore., Cheng CY; Ocular Epidemiology Research Group, Singapore Eye Research Institute, Singapore; Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore., Zhou J; Institute of High Performance Computing, Agency for Science, Technology and Research (A∗STAR), Singapore., Xu X; Institute of High Performance Computing, Agency for Science, Technology and Research (A∗STAR), Singapore., Goh RSM; Institute of High Performance Computing, Agency for Science, Technology and Research (A∗STAR), Singapore., Liu Y; Institute of High Performance Computing, Agency for Science, Technology and Research (A∗STAR), Singapore., Liu YC; Cornea and Refractive Surgery Group, Singapore Eye Research Institute, Singapore; Regenerative Therapy Group, Singapore Eye Research Institute, Singapore; Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore; Department of Cornea and External Eye Disease, Singapore National Eye Centre, Singapore; Department of Ophthalmology, National Taiwan University, Taiwan. Electronic address: liu.yu.chi@snec.com.sg.
Source: Diabetes research and clinical practice [Diabetes Res Clin Pract] 2025 Dec; Vol. 230, pp. 112991. Date of Electronic Publication: 2025 Nov 06.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8508335 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8227 (Electronic) Linking ISSN: 01688227 NLM ISO Abbreviation: Diabetes Res Clin Pract Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1872-8227
DOI:10.1016/j.diabres.2025.112991