Artificial intelligence for anterior segment diseases: Emerging applications in ophthalmology

DSJ Ting, VHX Foo, LWY Yang, JT Sia… - British journal of …, 2021 - bjo.bmj.com
With the advancement of computational power, refinement of learning algorithms and
architectures, and availability of big data, artificial intelligence (AI) technology, particularly …

Early detection of diabetic peripheral neuropathy: a focus on small nerve fibres

J Burgess, B Frank, A Marshall, RS Khalil, G Ponirakis… - Diagnostics, 2021 - mdpi.com
Diabetic peripheral neuropathy (DPN) is the most common complication of both type 1 and 2
diabetes. As a result, neuropathic pain, diabetic foot ulcers and lower-limb amputations …

[HTML][HTML] Rapid automated diagnosis of diabetic peripheral neuropathy with in vivo corneal confocal microscopy

IN Petropoulos, U Alam, H Fadavi… - … & visual science, 2014 - tvst.arvojournals.org
Purpose.: To assess the diagnostic validity of a fully automated image analysis algorithm of
in vivo confocal microscopy images in quantifying corneal subbasal nerves to diagnose …

Automatic analysis of diabetic peripheral neuropathy using multi-scale quantitative morphology of nerve fibres in corneal confocal microscopy imaging

MA Dabbah, J Graham, IN Petropoulos, M Tavakoli… - Medical image …, 2011 - Elsevier
Diabetic peripheral neuropathy (DPN) is one of the most common long term complications of
diabetes. Corneal confocal microscopy (CCM) image analysis is a novel non-invasive …

In Vivo Confocal Microscopy of the Ocular Surface: From Bench to Bedside

E Villani, C Baudouin, N Efron, P Hamrah… - Current eye …, 2014 - Taylor & Francis
In vivo confocal microscopy (IVCM) is an emerging technology that provides minimally
invasive, high resolution, steady-state assessment of the ocular surface at the cellular level …

Small nerve fiber quantification in the diagnosis of diabetic sensorimotor polyneuropathy: comparing corneal confocal microscopy with intraepidermal nerve fiber …

X Chen, J Graham, MA Dabbah, IN Petropoulos… - Diabetes …, 2015 - Am Diabetes Assoc
OBJECTIVE Quantitative assessment of small fiber damage is key to the early diagnosis and
assessment of progression or regression of diabetic sensorimotor polyneuropathy (DSPN) …

An automatic tool for quantification of nerve fibers in corneal confocal microscopy images

X Chen, J Graham, MA Dabbah… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
We describe and evaluate an automated software tool for nerve-fiber detection and
quantification in corneal confocal microscopy (CCM) images, combining sensitive nerve …

An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation …

BM Williams, D Borroni, R Liu, Y Zhao, J Zhang, J Lim… - Diabetologia, 2020 - Springer
Aims/hypothesis Corneal confocal microscopy is a rapid non-invasive ophthalmic imaging
technique that identifies peripheral and central neurodegenerative disease. Quantification of …

Detection of diabetic sensorimotor polyneuropathy by corneal confocal microscopy in type 1 diabetes: a concurrent validity study

A Ahmed, V Bril, A Orszag, J Paulson, E Yeung… - Diabetes …, 2012 - Am Diabetes Assoc
OBJECTIVE We aimed to determine the corneal confocal microscopy (CCM) parameter that
best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to …

Small fibre neuropathy: role in the diagnosis of diabetic sensorimotor polyneuropathy

RA Malik, A Veves, S Tesfaye, G Smith… - Diabetes/metabolism …, 2011 - Wiley Online Library
Abstract Small fibres constitute 70–90% of peripheral nerve fibres and regulate several key
functions such as tissue blood flow, temperature and pain perception as well as sweating, all …