CorneaNet: fast segmentation of cornea OCT scans of healthy and keratoconic eyes using deep learning

Distinguishing Keratoconic Eyes and Healthy Eyes Using Ultrahigh-Resolution Optical Coherence Tomography–Based Corneal Epithelium Thickness Mapping

(2018) Niklas Pircher et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Real-time corneal segmentation and 3D needle tracking in intrasurgical OCT

(2018) Brenton Keller et al.   Biomedical Optics Express

Deep learning approach for the detection and quantification of intraretinal cystoid fluid in multivendor optical coherence tomography

(2018) Freerk G. Venhuizen et al.   Biomedical Optics Express

Detecting Structural Progression in Glaucoma with Optical Coherence Tomography

(2017) Andrew J. Tatham et al.   OPHTHALMOLOGY

Ultrahigh-resolution OCT imaging of the human cornea

(2017) René M. Werkmeister et al.   Biomedical Optics Express

Deep-learning based, automated segmentation of macular edema in optical coherence tomography

(2017) Cecilia S. Lee et al.   Biomedical Optics Express

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

(2017) Abhijit Guha Roy et al.   Biomedical Optics Express

Automatic segmentation of nine retinal layer boundaries in OCT images of non-exudative AMD patients using deep learning and graph search

(2017) Leyuan Fang et al.   Biomedical Optics Express

A Novel Technique for Robust and Fast Segmentation of Corneal Layer Interfaces Based on Spectral-Domain Optical Coherence Tomography Imaging

(2017) Tianqiao Zhang et al.   IEEE Access

Reconstruction of 3D surface maps from anterior segment optical coherence tomography images using graph theory and genetic algorithms

(2016) Dominic Williams et al.   Biomedical Signal Processing and Control

Super-resolved thickness maps of thin film phantoms and in vivo visualization of tear film lipid layer using OCT

(2016) Valentin Aranha dos Santos et al.   Biomedical Optics Express

The Association Between Subjective and Objective Parameters for the Assessment of Dry-Eye Syndrome

(2015) D. Schmidl et al.   INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

In vivo tear film thickness measurement and tear film dynamics visualization using spectral domain optical coherence tomography

(2015) Valentin Aranha dos Santos et al.   OPTICS EXPRESS

Corneal Endothelial Assessment with Special References to Keratoconus

(2014) Charles W. McMonnies   OPTOMETRY AND VISION SCIENCE

Automatic segmentation of anterior segment optical coherence tomography images

(2013) Dominic Williams et al.   JOURNAL OF BIOMEDICAL OPTICS

Precise Thickness Measurements of Bowmanʼs Layer, Epithelium, and Tear Film

(2012) Tilman Schmoll et al.   OPTOMETRY AND VISION SCIENCE

Robust automatic segmentation of corneal layer boundaries in SDOCT images using graph theory and dynamic programming

(2011) Francesco LaRocca et al.   Biomedical Optics Express