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Nathan Efron

Queensland University of Technology

149 Victoria Park Rd

Kelvin Grove, 4059

Australia

SCHOLARLY PAPERS

1

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71

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0

Scholarly Papers (1)

1.

CCM-ViT-Net: A Deep Learning-based Corneal Nerve Analysis to Diagnose Diabetic Peripheral Neuropathy

Number of pages: 26 Posted: 27 Aug 2025 Last Revised: 24 Feb 2026
Johns Hopkins University, University of Nottingham - Sir Peter Mansfield Imaging Centre, Cornell University - Department of Medicine, Qatar University, The University of Manchester - Division of Cardiovascular Sciences, University of Toronto, Queensland University of Technology, Queensland University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Calgary, affiliation not provided to SSRN, University of Liverpool - Diabetes & Endocrinology Research and Pain Research Institute and The University of Manchester - Division of Cardiovascular Sciences
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Abstract:

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Diabetic Peripheral Neuropathy, Corneal Confocal Microscopy, Screening, Convolutional Neural Network, Vision Transformer, Stacking Model.