Deep learning for automated glaucomatous optic neuropathy detection from ultra-widefield fundus images

Development and Evaluation of a Deep Learning System for Screening Retinal Hemorrhage Based on Ultra-Widefield Fundus Images

(2020) Zhongwen Li et al.   Translational Vision Science & Technology

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

Deep Learning and Glaucoma Specialists

(2019) Sonia Phene et al.   OPHTHALMOLOGY

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

(2019) Hanruo Liu et al.   JAMA Ophthalmology

Artificial intelligence for global health

(2019) Ahmed Hosny et al.   SCIENCE

A deep learning system for identifying lattice degeneration and retinal breaks using ultra-widefield fundus images

(2019) Zhongwen Li et al.   Annals of Translational Medicine

Artificial Intelligence in Health Care

(2019) Michael E. Matheny et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Artificial intelligence approaches to improve kidney care

(2019) Parisa Rashidi et al.   Nature Reviews Nephrology

Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2018) Zhixi Li et al.   OPHTHALMOLOGY

Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy

(2018) Jonathan Krause et al.   OPHTHALMOLOGY

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

Glaucoma

(2017) Jost B Jonas et al.   LANCET

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Can ultra-wide field retinal imaging replace colour digital stereoscopy for glaucoma detection?

(2017) Nicola B. Quinn et al.   OPHTHALMIC EPIDEMIOLOGY

Risk of Visual Field Progression in Glaucoma Patients with Progressive Retinal Nerve Fiber Layer Thinning

(2016) Marco Yu et al.   OPHTHALMOLOGY

ULTRA-WIDEFIELD FUNDUS IMAGING

(2016) Aaron Nagiel et al.   RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

The Pathophysiology and Treatment of Glaucoma

(2014) Robert N. Weinreb et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Global Prevalence of Glaucoma and Projections of Glaucoma Burden through 2040

(2014) Yih-Chung Tham et al.   OPHTHALMOLOGY

Do Findings on Routine Examination Identify Patients at Risk for Primary Open-Angle Glaucoma?

(2013) Hussein Hollands et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Glaucoma

(2013) A. King et al.   BMJ-British Medical Journal

Nonmydriatic Ultrawide Field Retinal Imaging Compared With Dilated Standard 7-Field 35-mm Photography and Retinal Specialist Examination for Evaluation of Diabetic Retinopathy

(2012) Paolo S. Silva et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY