Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning [PDF]
arXiv, 2019 Background: Patients with neovascular age-related macular degeneration (AMD) can avoid vision loss via certain therapy. However, methods to predict the progression to neovascular age-related macular degeneration (nvAMD) are lacking. Purpose: To develop and validate a deep learning (DL) algorithm to predict 1-year progression of eyes with no, early, or ...
arxiv
INTERNAL LIMITING MEMBRANE PEELING IN MACULAR HOLE SURGERY; WHY, WHEN, AND HOW?
Retina, 2017 Purpose: To review the current rationale for internal limiting membrane (ILM) peeling in macular hole (MH) surgery and to discuss the evidence base behind why, when, and how surgeons peel the ILM. Methods: Review of the current literature.
I. Chatziralli +2 more
semanticscholar +1 more source
Visual field loss following vitrectomy for stage 2 and 3 macular holes. [PDF]
, 1996 Eric Ezra +4 more
openalex +1 more source
Disease classification of macular Optical Coherence Tomography scans using deep learning software: validation on independent, multi-centre data [PDF]
arXiv, 2019 Purpose: To evaluate Pegasus-OCT, a clinical decision support software for the identification of features of retinal disease from macula OCT scans, across heterogenous populations involving varying patient demographics, device manufacturers, acquisition sites and operators.
arxiv
retina-VAE: Variationally Decoding the Spectrum of Macular Disease [PDF]
arXiv, 2019 In this paper, we seek a clinically-relevant latent code for representing the spectrum of macular disease. Towards this end, we construct retina-VAE, a variational autoencoder-based model that accepts a patient profile vector (pVec) as input. The pVec components include clinical exam findings and demographic information.
arxiv
Base up prism spectacles as visual aid in patients treated for macular hole [PDF]
, 1999 Sven Crafoord +3 more
openalex +1 more source
Characterizing the circularly-oriented macular pigment using spatiotemporal sensitivity to structured light entoptic phenomena [PDF]
arXivThe macular pigment (MP) in the radially-oriented Henle fibers that surround the foveola enables the ability to perceive the orientation of polarized blue light through an entoptic phenomena known as the Haidinger's brush. The MP has been linked to eye diseases and central field dysfunctions, most notably age-related macular degeneration (AMD), a ...
arxiv
Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration [PDF]
arXiv, 2016 Objective: The advent of Electronic Medical Records (EMR) with large electronic imaging databases along with advances in deep neural networks with machine learning has provided a unique opportunity to achieve milestones in automated image analysis. Optical coherence tomography (OCT) is the most commonly obtained imaging modality in ophthalmology and ...
arxiv
Visual and anatomical results of surgery for long standing macular holes [PDF]
, 2000 Robert A. H. Scott
openalex +1 more source
Traumatic reopening of macular hole following successful surgical repair
International Medical Case Reports Journal, 2017 Margaret Wong, Robert L Halpern, James H Frank Vitreoretinal Department, Eye Consultants of Atlanta, Atlanta, GA, USA Abstract: A 75-year-old Caucasian female with a full-thickness macular hole underwent a successful surgical repair. Vision improved
Wong M, Halpern RL, Frank JH
doaj