A review of feature selection methods in medical applications

B Remeseiro, V Bolon-Canedo - Computers in biology and medicine, 2019 - Elsevier
Feature selection is a preprocessing technique that identifies the key features of a given
problem. It has traditionally been applied in a wide range of problems that include biological …

Assessment of angle closure disease in the age of artificial intelligence: A review

Z Da Soh, M Tan, ME Nongpiur, BY Xu… - Progress in Retinal and …, 2023 - Elsevier
Primary angle closure glaucoma is a visually debilitating disease that is under-detected
worldwide. Many of the challenges in managing primary angle closure disease (PACD) are …

Combination of clinical and multiresolution features for glaucoma detection and its classification using fundus images

TR Kausu, VP Gopi, KA Wahid, W Doma… - Biocybernetics and …, 2018 - Elsevier
Glaucoma is a neuro-degenerative disorder of the eye and it leads to permanent blindness
when untreated or detected in the later stage. The main cause of glaucoma is the damage of …

Anterior segment optical coherence tomography (AS-OCT) image analysis methods and applications: A systematic review

YFG Marin, D Alonso-Caneiro, SJ Vincent… - Computers in Biology …, 2022 - Elsevier
Background Anterior segment optical coherence tomography (AS-OCT) constitutes an
important imaging modality to examine the anterior eye, which is commonly used in …

Anterior segment imaging for angle closure

S Chansangpetch, P Rojanapongpun, SC Lin - American journal of …, 2018 - Elsevier
Purpose To summarize the role of anterior segment imaging (AS-imaging) in angle closure
diagnosis and management, and the possible advantages over the current standard of …

Automated anterior segment OCT image analysis for angle closure glaucoma mechanisms classification

SI Niwas, W Lin, X Bai, CK Kwoh, CCJ Kuo… - Computer methods and …, 2016 - Elsevier
Background and objectives Angle closure glaucoma (ACG) is an eye disease prevalent
throughout the world. ACG is caused by four major mechanisms: exaggerated lens vault …

RPE layer detection and baseline estimation using statistical methods and randomization for classification of AMD from retinal OCT

A Thomas, AP Sunija, R Manoj… - Computer Methods and …, 2021 - Elsevier
Abstract Background and Objective: Age-related macular degeneration (AMD) is a condition
of the eye that affects the aged people. Optical coherence tomography (OCT) is a diagnostic …

Learning ECOC code matrix for multiclass classification with application to glaucoma diagnosis

X Bai, SI Niwas, W Lin, BF Ju, CK Kwoh, L Wang… - Journal of medical …, 2016 - Springer
Classification of different mechanisms of angle closure glaucoma (ACG) is important for
medical diagnosis. Error-correcting output code (ECOC) is an effective approach for …

Improved swarm optimization of deep features for glaucoma classification using SEGSO and VGGNet

K Balasubramanian, K Ramya, KG Devi - Biomedical Signal Processing …, 2022 - Elsevier
Efficient classification of glaucoma from fundus images remains crucial and a challenging
task as the retinal anatomical structure is so complex in nature with varying contrast and …

[HTML][HTML] Qualitative evaluation of anterior segment in angle closure disease using anterior segment optical coherence tomography

S Moghimi, R Chen, N Hamzeh, N Khatibi… - Journal of current …, 2016 - Elsevier
Purpose To evaluate different mechanisms of primary angle closure (PAC) and to quantify
anterior chamber (AC) parameters in different subtypes of angle closure disease using …