MAC-Leonets-A novel optimized hybrid convolutional neural networks for the segmentation and diagnosis of Edema diseases using retinal OCT images

V Sudha, SP Shanmugam, D Anitha… - Journal of Intelligent & …, 2023 - content.iospress.com
An intelligent segmentation and identification of edemas diseases constitutes a most
important crucial ophthalmological issues since they provide important information for the …

A hybrid approach using CNN and active contour model for automated segmentation of macular edema

N George, S Ramachandran… - Journal of Intelligent & …, 2024 - content.iospress.com
Macula is the part of retina responsible for sharp and clear vision. Macular edema is caused
by the accumulation of intraretinal fluid (IRF) in the macula, which is further distinguished by …

Robust 3D U-Net Segmentation of Macular Holes

J Frawley, CG Willcocks, M Habib, C Geenen… - arXiv preprint arXiv …, 2021 - arxiv.org
Macular holes are a common eye condition which result in visual impairment. We look at the
application of deep convolutional neural networks to the problem of macular hole …