An Artificial Intelligence-Based Deep Learning Algorithm for the Diagnosis of Diabetic Neuropathy Using Corneal Confocal Microscopy: A Development and Validation Study


Williams, Bryan ORCID: 0000-0001-5930-287X, Borroni, Davide ORCID: 0000-0001-6952-5647, Liu, Rongjun, Zhao, Yitian, Zhang, Jiong, Lim, Jonathan, Ma, Baikai, Romano, Vito ORCID: 0000-0002-5148-7643, Qi, Hong, Ferdousi, Maryam et al (show 6 more authors) (2020) An Artificial Intelligence-Based Deep Learning Algorithm for the Diagnosis of Diabetic Neuropathy Using Corneal Confocal Microscopy: A Development and Validation Study. Diabetologia, 63 (2). 419 - 430.

[img] Text
Diab-19-0808.R1.pdf - Accepted Version
Download (28MB) | Preview
Item Type: Article
Uncontrolled Keywords: corneal confocal microscopy, corneal nerve, deep learning, diabetic neuropathy, image processing and analysis, image segmentation, ophthalmic imaging, small nerve fibres
Depositing User: Symplectic Admin
Date Deposited: 16 Sep 2019 07:53
Last Modified: 28 Feb 2021 11:13
DOI: 10.1007/s00125-019-05023-4
Related URLs:
URI: https://livrepository.liverpool.ac.uk/id/eprint/3054717
Dimensions
Altmetric
CORE (COnnecting REpositories)