[HTML][HTML] Automatic segmentation of the optic nerve head region in optical coherence tomography: A methodological review

R Marques, DA De Jesus, J Barbosa-Breda… - Computer Methods and …, 2022 - Elsevier
The optic nerve head (ONH) represents the intraocular section of the optic nerve, which is
prone to damage by intraocular pressure (IOP). The advent of optical coherence tomography …

Unravelling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review

M Nawaz, A Uvaliyev, K Bibi, H Wei, SMD Abaxi… - … Medical Imaging and …, 2023 - Elsevier
Abstract Optical Coherence Tomography (OCT) is an emerging technology that provides
three-dimensional images of the microanatomy of biological tissue in-vivo and at micrometer …

Deep learning network with differentiable dynamic programming for retina OCT surface segmentation

H Xie, W Xu, YX Wang, X Wu - Biomedical optics express, 2023 - opg.optica.org
Multiple-surface segmentation in optical coherence tomography (OCT) images is a
challenging problem, further complicated by the frequent presence of weak image …

Annotation-efficient learning for OCT segmentation

H Zhang, J Yang, C Zheng, S Zhao… - Biomedical Optics …, 2023 - opg.optica.org
Deep learning has been successfully applied to OCT segmentation. However, for data from
different manufacturers and imaging protocols, and for different regions of interest (ROIs), it …

Globally optimal OCT surface segmentation using a constrained IPM optimization

H Xie, Z Pan, L Zhou, FA Zaman, DZ Chen, JB Jonas… - Optics …, 2022 - opg.optica.org
Segmentation of multiple surfaces in optical coherence tomography (OCT) images is a
challenging problem, further complicated by the frequent presence of weak boundaries …

Automatic segmentation and intuitive visualisation of the epiretinal membrane in 3D OCT images using deep convolutional approaches

M Gende, J De Moura, J Novo, P Charlón… - IEEE Access, 2021 - ieeexplore.ieee.org
Epiretinal Membrane (ERM) is a disease caused by a thin layer of scar tissue that is formed
on the surface of the retina. When this membrane appears over the macula, it can cause …

Automatic identification and characterization of the epiretinal membrane in OCT images

S Baamonde, J de Moura, J Novo, P Charlón… - Biomedical Optics …, 2019 - opg.optica.org
Optical coherence tomography (OCT) is a medical image modality that is used to capture,
non-invasively, high-resolution cross-sectional images of the retinal tissue. These images …

3D modeling of the optic nerve head of glaucomatous eyes using fundus stereo images

A Cazañas-Gordón, E Parra-Mora… - 2021 Telecoms …, 2021 - ieeexplore.ieee.org
Glaucoma is a leading cause of blindness worldwide. The disease affects the optic nerve
head causing morphological changes in its structure. Screening of the disease is labor …

Automatic identification and intuitive map representation of the epiretinal membrane presence in 3D OCT volumes

S Baamonde, J de Moura, J Novo, P Charlón, M Ortega - Sensors, 2019 - mdpi.com
Optical Coherence Tomography (OCT) is a medical image modality providing high-
resolution cross-sectional visualizations of the retinal tissues without any invasive …

Optic nerve head three-dimensional shape analysis

SK Yadav, EM Kadas, S Motamedi… - … of biomedical optics, 2018 - spiedigitallibrary.org
We present a method for optic nerve head (ONH) 3-D shape analysis from retinal optical
coherence tomography (OCT). The possibility to noninvasively acquire in vivo high …