Deep Learning-Based Estimation of Axial Length and Subfoveal Choroidal Thickness From Color Fundus Photographs

Automated classification of normal and Stargardt disease optical coherence tomography images using deep learning

(2020) Mital Shah et al.   ACTA OPHTHALMOLOGICA

Artificial Intelligence to Detect Papilledema from Ocular Fundus Photographs

(2020) Dan Milea et al.   NEW ENGLAND JOURNAL OF MEDICINE

Choroidal thickness estimation from colour fundus photographs by adaptive binarisation and deep learning, according to central serous chorioretinopathy status

(2020) Yuki Komuku et al.   Scientific Reports

Prediction of response to anti‐vascular endothelial growth factor treatment in diabetic macular oedema using an optical coherence tomography‐based machine learning method

(2020) Jing Cao et al.   ACTA OPHTHALMOLOGICA

A comparison of choroidal thicknesses between pachychoroid and normochoroid eyes acquired from wide‐field swept‐source OCT

(2020) Hyung Bin Lim et al.   ACTA OPHTHALMOLOGICA

Different alteration patterns of sub‐macular choroidal thicknesses in aquaporin‐4 immunoglobulin G antibodies sero‐positive neuromyelitis optica spectrum diseases and isolated optic neuritis

(2020) Chunxia Peng et al.   ACTA OPHTHALMOLOGICA

Optic Disc Classification by Deep Learning versus Expert Neuro‐Ophthalmologists

(2020) Valérie Biousse et al.   ANNALS OF NEUROLOGY

Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning

(2019) Ruben Hemelings et al.   ACTA OPHTHALMOLOGICA

Automated diagnosis and quantitative analysis of plus disease in retinopathy of prematurity based on deep convolutional neural networks

(2019) Jianbo Mao et al.   ACTA OPHTHALMOLOGICA

Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age‐related macular degeneration

(2019) Cristina González‐Gonzalo et al.   ACTA OPHTHALMOLOGICA

Optic disc-fovea distance and myopia progression in school children: the Beijing Children Eye Study

(2018) Yin Guo et al.   ACTA OPHTHALMOLOGICA

The utilisation of convolutional neural networks in detecting pulmonary nodules: a review

(2018) Andrew Murphy et al.   BRITISH JOURNAL OF RADIOLOGY

A Deep Learning Algorithm for Prediction of Age-Related Eye Disease Study Severity Scale for Age-Related Macular Degeneration from Color Fundus Photography

(2018) Felix Grassmann et al.   OPHTHALMOLOGY

Ten-Year Progression of Myopic Maculopathy

(2018) Yan Ni Yan et al.   OPHTHALMOLOGY

Correlation of subfoveal choroidal thickness with axial length, refractive error, and age in adult highly myopic eyes

(2018) Bingqian Liu et al.   BMC Ophthalmology

Long-term Progression and Risk Factors of Fundus Tessellation in the Beijing Eye Study

(2018) Yan Ni Yan et al.   Scientific Reports

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

(2018) Ryan Poplin et al.   Nature Biomedical Engineering

Smart phone ophthalmoscopy: a potential replacement for the direct ophthalmoscope

(2018) Sunil Mamtora et al.   EYE

Automated retinopathy of prematurity screening using deep neural networks

(2018) Jianyong Wang et al.   EBioMedicine

Retinal image quality assessment using deep learning

(2018) Gabriel Tozatto Zago et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes

(2017) Daniel Shu Wei Ting et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Ocular fundus photography with a smartphone device in acute hypertension

(2017) M. Lorenza Muiesan et al.   JOURNAL OF HYPERTENSION

Automated Identification of Diabetic Retinopathy Using Deep Learning

(2017) Rishab Gargeya et al.   OPHTHALMOLOGY

BRUCH MEMBRANE AND THE MECHANISM OF MYOPIZATION

(2017) Jost B. Jonas et al.   RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES

Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks

(2017) Philippe M. Burlina et al.   JAMA Ophthalmology

SMARTPHONE-BASED DILATED FUNDUS PHOTOGRAPHY AND NEAR VISUAL ACUITY TESTING AS INEXPENSIVE SCREENING TOOLS TO DETECT REFERRAL WARRANTED DIABETIC EYE DISEASE

(2016) Brian C. Toy et al.   RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES

Association of Axial Length With Risk of Uncorrectable Visual Impairment for Europeans With Myopia

(2016) J. Willem L. Tideman et al.   JAMA Ophthalmology

Clinical Validation of a Smartphone-Based Adapter for Optic Disc Imaging in Kenya

(2016) Andrew Bastawrous et al.   JAMA Ophthalmology

International Photographic Classification and Grading System for Myopic Maculopathy

(2015) Kyoko Ohno-Matsui et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Fundus Tessellation: Prevalence and Associated Factors

(2015) Yan Ni Yan et al.   OPHTHALMOLOGY

Optic Disc - Fovea Distance, Axial Length and Parapapillary Zones. The Beijing Eye Study 2011

(2015) Rahul Arvo Jonas et al.   PLoS One

Visual Acuity and Subfoveal Choroidal Thickness: The Beijing Eye Study

(2014) Lei Shao et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Choroidal thickness and risk characteristics of eyes with myopic choroidal neovascularization

(2013) Chui Ming Gemmy Cheung et al.   ACTA OPHTHALMOLOGICA

Subfoveal Choroidal Thickness: The Beijing Eye Study

(2012) Wen Bin Wei et al.   OPHTHALMOLOGY

Lenstar Versus Ultrasound for Ocular Biometry in a Pediatric Population

(2011) Huseyin Gursoy et al.   OPTOMETRY AND VISION SCIENCE

Long-Term Changes in Axial Length in Adult Eyes with Pathologic Myopia

(2010) Natsuko Saka et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Enhanced Depth Imaging Optical Coherence Tomography of the Choroid in Highly Myopic Eyes

(2009) Takamitsu Fujiwara et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Age-Related Choroidal Atrophy

(2009) Richard F. Spaide   AMERICAN JOURNAL OF OPHTHALMOLOGY