Title
Predictions of ocular changes caused by diabetes in glaucoma patients.
Abstract
•Ocular changes for patients with diabetes were predicted with neural networks.•MLP and JEN neural networks proved the relation between diabetes and glaucoma.•The results were very good, with a probability of correct answers of 95% with MLP.•High accuracy was exhibited by JEN networks, with the confidence interval of 15%.
Year
DOI
Venue
2018
10.1016/j.cmpb.2017.11.013
Computer Methods and Programs in Biomedicine
Keywords
Field
DocType
Glaucoma,Diabetic retinopathy,Artificial neural networks,Direct and inverse modelling
Diabetes mellitus,Glaucoma,Glycated haemoglobin,Computer science,Ophthalmology,Intraocular pressure,Absolute deviation,Artificial neural network,Statistics,Confidence interval
Journal
Volume
ISSN
Citations 
154
0169-2607
0
PageRank 
References 
Authors
0.34
4
7