Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma

MV dos Santos Ferreira, AO de Carvalho Filho… - Expert Systems with …, 2018 - Elsevier
Glaucoma is an asymptomatic disease caused by damage to the optic nerve due to elevated
intraocular pressure. With early diagnosis, the chances of controlling progression are …

Graph deep network for optic disc and optic cup segmentation for glaucoma disease using retinal imaging

A Joshi, KK Sharma - Physical and Engineering Sciences in Medicine, 2022 - Springer
The fundus imaging method of eye screening detects eye diseases by segmenting the optic
disc (OD) and optic cup (OC). OD and OC are still challenging to segment accurately. This …

Automatic CDR estimation for early glaucoma diagnosis

MA Fernandez-Granero, A Sarmiento… - Journal of healthcare …, 2017 - Wiley Online Library
Glaucoma is a degenerative disease that constitutes the second cause of blindness in
developed countries. Although it cannot be cured, its progression can be prevented through …

Research on the method of color fundus image optic cup segmentation based on deep learning

Z Xiao, X Zhang, L Geng, F Zhang, J Wu, Y Liu - Symmetry, 2019 - mdpi.com
The optic cup is a physiological structure in the fundus and is a small central depression in
the eye. It has a normal proportion in the optic papilla. If the ratio is large, its size may be …

Optic disk segmentation in retinal images using active contour model based on extended feature projection

TT Khaing, P Aimmanee - 2017 8th International Conference of …, 2017 - ieeexplore.ieee.org
Accurate localization and segmentation of an optic disk (OD) is an important problem in the
analysis of abnormality conditions such as optic disk shrinking/swelling, pale optic disk and …

Optic cup segmentation using large pixel patch based CNNs

Y Guo, B Zou, Z Chen, Q He, Q Liu… - Proceedings of the …, 2016 - pubs.lib.uiowa.edu
Optic cup (OC) segmentation on color fundus image is essential for the calculation of cup-to-
disk ratio and fundus morphological analysis, which are very important references in the …

Detection of glaucoma using HMM segmentation and random forest classification

C Maheswari, G Lokku, K Nagi Reddy - Inventive Systems and Control …, 2022 - Springer
Glaucoma is a retinal disease and the world's leading cause of blindness. Glaucoma is a
single retinal condition that, like cataracts, has few symptoms which cause retinal damage …

基于多特征融合的彩色眼底图像视杯分割方法.

吴骏, 尚丹丹, 肖志涛, 耿磊… - Journal of the Tianjin …, 2017 - search.ebscohost.com
为了提高彩色眼底图像中视杯的分割精度, 提出了一种基于多特征融合的彩色眼底图像视杯分割
方法. 首先提取感兴趣区域的血管; 然后分割视盘区域, 在视盘分割的基础上根据视杯的亮度特征 …

Segmentation techniques for computer-aided diagnosis of glaucoma: A review

S Pathan, P Kumar, RM Pai - Advances in Machine Learning and Data …, 2018 - Springer
Glaucoma is an eye disease in which the optic nerve head (ONH) is damaged, leading to
irreversible loss of vision. Vision loss due to glaucoma can be prevented only if it is detected …

Optic Cup Segmentation Method by a Modified VGG-16 Network

Z Xiao, M Wang, L Geng, J Wu… - Journal of Medical …, 2019 - ingentaconnect.com
Glaucoma is a chronic eye disease in which the optic nerve is progressively damaged. As it
cannot be cured, the best way to prevent visual damage is early detection and subsequent …