Retinal imaging and image analysis

MD Abràmoff, MK Garvin… - IEEE reviews in biomedical …, 2010 - ieeexplore.ieee.org
Many important eye diseases as well as systemic diseases manifest themselves in the
retina. While a number of other anatomical structures contribute to the process of vision, this …

A paradigm shift in imaging biomarkers in neovascular age-related macular degeneration

U Schmidt-Erfurth, SM Waldstein - Progress in Retinal and eye Research, 2016 - Elsevier
Neovascular age-related macular degeneration (AMD) has undergone substantial break-
throughs in diagnostic as well as therapeutic respect, with optical coherence tomography …

Automated 3-D intraretinal layer segmentation of macular spectral-domain optical coherence tomography images

MK Garvin, MD Abramoff, X Wu… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
With the introduction of spectral-domain optical coherence tomography (OCT), much larger
image datasets are routinely acquired compared to what was possible using the previous …

Artificial intelligence in OCT angiography

TT Hormel, TS Hwang, ST Bailey, DJ Wilson… - Progress in Retinal and …, 2021 - Elsevier
Optical coherence tomographic angiography (OCTA) is a non-invasive imaging modality that
provides three-dimensional, information-rich vascular images. With numerous studies …

Characterization of drusen and hyperreflective foci as biomarkers for disease progression in age-related macular degeneration using artificial intelligence in optical …

SM Waldstein, WD Vogl, H Bogunovic… - JAMA …, 2020 - jamanetwork.com
Importance The morphologic changes and their pathognomonic distribution in progressing
age-related macular degeneration (AMD) are not well understood. Objectives To …

Macular ganglion cell–inner plexiform layer: automated detection and thickness reproducibility with spectral domain–optical coherence tomography in glaucoma

JC Mwanza, JD Oakley, DL Budenz… - … & visual science, 2011 - iovs.arvojournals.org
Purpose.: To demonstrate the capability of SD-OCT to measure macular retinal ganglion cell–
inner plexiform layer (GCIPL) thickness and to assess its reproducibility in glaucomatous …

[HTML][HTML] Early neurodegeneration in the retina of type 2 diabetic patients

HW Van Dijk, FD Verbraak, PHB Kok… - … & visual science, 2012 - jov.arvojournals.org
Purpose.: The purpose of this study was to determine whether diabetes type 2 causes
thinning of retinal layers as a sign of neurodegeneration and to investigate the possible …

Multi-scale convolutional neural network for automated AMD classification using retinal OCT images

S Sotoudeh-Paima, A Jodeiri, F Hajizadeh… - Computers in biology …, 2022 - Elsevier
Background and objective Age-related macular degeneration (AMD) is the most common
cause of blindness in developed countries, especially in people over 60 years of age. The …

Artificial intelligence in retinal disease: clinical application, challenges, and future directions

M Daich Varela, S Sen, TAC De Guimaraes… - Graefe's Archive for …, 2023 - Springer
Retinal diseases are a leading cause of blindness in developed countries, accounting for
the largest share of visually impaired children, working-age adults (inherited retinal …

Retinal layer segmentation of macular OCT images using boundary classification

A Lang, A Carass, M Hauser, ES Sotirchos… - Biomedical optics …, 2013 - opg.optica.org
Optical coherence tomography (OCT) has proven to be an essential imaging modality for
ophthalmology and is proving to be very important in neurology. OCT enables high …