Peripapillary Atrophy Segmentation and Classification Methodologies for Glaucoma Image Detection: A Review

NA Kako, AM Abdulazeez - Current Medical Imaging, 2022 - ingentaconnect.com
Information-based image processing and computer vision methods are utilized in several
healthcare organizations to diagnose diseases. The irregularities in the visual system are …

Segmentation technique and dynamic ensemble selection to enhance glaucoma severity detection

FZ Zulfira, S Suyanto, A Septiarini - Computers in Biology and Medicine, 2021 - Elsevier
The severity of glaucoma can be observed by categorising glaucoma diseases into several
classes based on a classification process. The two most suitable parameters, cup-to-disc …

Rider manta ray foraging optimization-based generative adversarial network and CNN feature for detecting glaucoma

S Jain, S Indora, DK Atal - Biomedical Signal Processing and Control, 2022 - Elsevier
Glaucoma is a leading and rapidly increasing disease in recent years, which affects the
eye's optic nerve and causes everlasting vision loss. The early recognition of glaucoma is a …

Automated detection of retinal nerve fiber layer by texture-based analysis for glaucoma evaluation

A Septiarini, A Harjoko, R Pulungan… - Healthcare …, 2018 - synapse.koreamed.org
Objectives The retinal nerve fiber layer (RNFL) is a site of glaucomatous optic neuropathy
whose early changes need to be detected because glaucoma is one of the most common …

Optic disc and cup segmentation by automatic thresholding with morphological operation for glaucoma evaluation

A Septiarini, A Harjoko, R Pulungan… - Signal, Image and Video …, 2017 - Springer
This research proposes a robust method for disc localization and cup segmentation that
incorporates masking to avoid misclassifying areas as well as forming the structure of the …

Automatic detection of peripapillary atrophy in retinal fundus images using statistical features

A Septiarini, A Harjoko, R Pulungan… - … Signal Processing and …, 2018 - Elsevier
The presence of peripapillary atrophy (PPA) is associated with two kinds of diseases,
namely glaucoma and myopia. PPA is one of the characteristics of these diseases that can …

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 …

Automated optic disc and cup segmentation for glaucoma detection from fundus images using the detectron2's Mask R-CNN

F Wu, M Chiariglione, XR Gao - 2022 International Symposium …, 2022 - ieeexplore.ieee.org
Glaucoma is a chronic, degenerative optic neuropathy and the leading cause of irreversible
blindness worldwide. Individuals with glaucoma do not show typical symptoms for years and …

A geometry-aware multi-coordinate transformation fusion network for optic disc and cup segmentation

Y Yang, G Yang, Y Wang, X Liu, J Zhao, D Ding - Applied Intelligence, 2024 - Springer
The determination of potential glaucoma cases often relies on the vertical cup-to-disc ratio,
which is directly derived from segmentation results. This study introduces an approach that …

Automatic optic cup segmentation algorithm for retinal fundus images based on random forest classifier

I Fondón, JF Valverde, A Sarmiento… - … on Computer as a …, 2015 - ieeexplore.ieee.org
Glaucoma is an eye disease that constitutes the second cause of blindness over the world.
Although it cannot be cured, its progression may be prevented if it is early detected. Expert …