Deep learning in ophthalmology: the technical and clinical considerations

DSW Ting, L Peng, AV Varadarajan, PA Keane… - Progress in retinal and …, 2019 - Elsevier
The advent of computer graphic processing units, improvement in mathematical models and
availability of big data has allowed artificial intelligence (AI) using machine learning (ML) …

Advances in understanding and management of retinopathy of prematurity

ME Hartnett - Survey of ophthalmology, 2017 - Elsevier
The understanding, diagnosis, and treatment of retinopathy of prematurity have changed in
the 70 years since the original description of retrolental fibroplasia associated with high …

[HTML][HTML] Deep learning algorithm for automated diagnosis of retinopathy of prematurity plus disease

Z Tan, S Simkin, C Lai, S Dai - Translational vision science & …, 2019 - jov.arvojournals.org
Purpose: This study describes the initial development of a deep learning algorithm, ROP. AI,
to automatically diagnose retinopathy of prematurity (ROP) plus disease in fundal images …

[HTML][HTML] Artificial intelligence in retinopathy of prematurity diagnosis

BA Scruggs, RVP Chan… - … vision science & …, 2020 - iovs.arvojournals.org
Retinopathy of prematurity (ROP) is a leading cause of childhood blindness worldwide. The
diagnosis of ROP is subclassified by zone, stage, and plus disease, with each area …

Practice guidelines for ocular telehealth-diabetic retinopathy

MB Horton, CJ Brady, J Cavallerano… - Telemedicine and e …, 2020 - liebertpub.com
Contributors The following document and appendices represent the third edition of the
Practice Guidelines for Ocular Telehealth-Diabetic Retinopathy. These guidelines were …

Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis

JP Campbell, E Ataer-Cansizoglu… - JAMA …, 2016 - jamanetwork.com
Importance Published definitions of plus disease in retinopathy of prematurity (ROP)
reference arterial tortuosity and venous dilation within the posterior pole based on a …

Telemedicine for retinopathy of prematurity

CJ Brady, S D'amico, JP Campbell - Telemedicine and e-Health, 2020 - liebertpub.com
Background: Retinopathy of prematurity (ROP) is a disease of the retinal vasculature that
remains a leading cause of childhood blindness worldwide despite improvements in the …

Plus disease in retinopathy of prematurity: a continuous spectrum of vascular abnormality as a basis of diagnostic variability

JP Campbell, J Kalpathy-Cramer, D Erdogmus, P Tian… - Ophthalmology, 2016 - Elsevier
Purpose To identify patterns of interexpert discrepancy in plus disease diagnosis in
retinopathy of prematurity (ROP). Design We developed 2 datasets of clinical images as part …

Plus disease in retinopathy of prematurity: improving diagnosis by ranking disease severity and using quantitative image analysis

J Kalpathy-Cramer, JP Campbell, D Erdogmus, P Tian… - Ophthalmology, 2016 - Elsevier
Purpose To determine expert agreement on relative retinopathy of prematurity (ROP)
disease severity and whether computer-based image analysis can model relative disease …

Role of artificial intelligence and machine learning in ophthalmology

JD Akkara, A Kuriakose - Kerala Journal of Ophthalmology, 2019 - journals.lww.com
Artificial intelligence (AI) and machine learning (ML) have entered several avenues of
modern life, and health care is just one of them. Ophthalmology is a field with a lot of …