Development and Validation of a Deep Learning System for Diagnosing Glaucoma Using Optical Coherence Tomography

Diagnosing Glaucoma with Spectral-domain Optical Coherence Tomography Using Deep Learning Classifier

(2020) Jinho Lee et al.   JOURNAL OF GLAUCOMA

Assessment of a Segmentation-Free Deep Learning Algorithm for Diagnosing Glaucoma From Optical Coherence Tomography Scans

(2020) Atalie C. Thompson et al.   JAMA Ophthalmology

Evaluation of deep convolutional neural networks for glaucoma detection

(2019) Sang Phan et al.   JAPANESE JOURNAL OF OPHTHALMOLOGY

Deep learning in ophthalmology: The technical and clinical considerations

(2019) Daniel S.W. Ting et al.   PROGRESS IN RETINAL AND EYE RESEARCH

A feature agnostic approach for glaucoma detection in OCT volumes

(2019) Stefan Maetschke et al.   PLoS One

Development and Validation of a Deep Learning System to Detect Glaucomatous Optic Neuropathy Using Fundus Photographs

(2019) Hanruo Liu et al.   JAMA Ophthalmology

Efficacy of a Deep Learning System for Detecting Glaucomatous Optic Neuropathy Based on Color Fundus Photographs

(2018) Zhixi Li et al.   OPHTHALMOLOGY

Artificial intelligence in glaucoma

(2018) Chengjie Zheng et al.   CURRENT OPINION IN OPHTHALMOLOGY

Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs

(2018) Mark Christopher et al.   Scientific Reports

Using Deep Learning and Transfer Learning to Accurately Diagnose Early-Onset Glaucoma From Macular Optical Coherence Tomography Images

(2018) Ryo Asaoka et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

OCT Glaucoma Staging System: a new method for retinal nerve fiber layer damage classification using spectral-domain OCT

(2017) P Brusini   EYE

Hybrid Deep Learning on Single Wide-field Optical Coherence Tomography Scans Accurately Classifies Glaucoma Suspects

(2017) Hassan Muhammad et al.   JOURNAL OF GLAUCOMA

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Macular versus Retinal Nerve Fiber Layer Parameters for Diagnosing Manifest Glaucoma

(2016) Francesco Oddone et al.   OPHTHALMOLOGY

Patient Characteristics Associated With Artifacts in Spectralis Optical Coherence Tomography Imaging of the Retinal Nerve Fiber Layer in Glaucoma

(2015) Yingna Liu et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Diagnostic Classification of Macular Ganglion Cell and Retinal Nerve Fiber Layer Analysis

(2015) Ko Eun Kim et al.   OPHTHALMOLOGY

Macular Ganglion Cell/Inner Plexiform Layer Measurements by Spectral Domain Optical Coherence Tomography for Detection of Early Glaucoma and Comparison to Retinal Nerve Fiber Layer Measurements

(2013) Kouros Nouri-Mahdavi et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Ability of Cirrus High-Definition Spectral-Domain Optical Coherence Tomography Clock-Hour, Deviation, and Thickness Maps in Detecting Photographic Retinal Nerve Fiber Layer Abnormalities

(2013) Young Hoon Hwang et al.   OPHTHALMOLOGY

Glaucomatous damage of the macula

(2012) Donald C. Hood et al.   PROGRESS IN RETINAL AND EYE RESEARCH

Retinal Nerve Fiber Layer Imaging with Spectral-Domain Optical Coherence Tomography

(2010) Christopher K.S. Leung et al.   OPHTHALMOLOGY

Retinal Nerve Fiber Layer Imaging with Spectral-Domain Optical Coherence Tomography

(2009) Christopher Kai-shun Leung et al.   OPHTHALMOLOGY