Cargando…

Classification of Color-Coded Scheimpflug Camera Corneal Tomography Images Using Deep Learning

PURPOSE: To assess the use of deep learning for high-performance image classification of color-coded corneal maps obtained using a Scheimpflug camera. METHODS: We used a domain-specific convolutional neural network (CNN) to implement deep learning. CNN performance was assessed using standard metrics...

Descripción completa

Detalles Bibliográficos
Autores principales: Abdelmotaal, Hazem, Mostafa, Magdi M., Mostafa, Ali N. R., Mohamed, Abdelsalam A., Abdelazeem, Khaled
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7757611/
https://www.ncbi.nlm.nih.gov/pubmed/33384884
http://dx.doi.org/10.1167/tvst.9.13.30