DeepSeeNet: a deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs
Purpose In assessing the severity of age-related macular degeneration (AMD), the Age-
Related Eye Disease Study (AREDS) Simplified Severity Scale predicts the risk of …
Related Eye Disease Study (AREDS) Simplified Severity Scale predicts the risk of …
[HTML][HTML] A deep learning algorithm for prediction of age-related eye disease study severity scale for age-related macular degeneration from color fundus photography
F Grassmann, J Mengelkamp, C Brandl, S Harsch… - Ophthalmology, 2018 - Elsevier
Purpose Age-related macular degeneration (AMD) is a common threat to vision. While
classification of disease stages is critical to understanding disease risk and progression …
classification of disease stages is critical to understanding disease risk and progression …
Automated grading of age-related macular degeneration from color fundus images using deep convolutional neural networks
Importance Age-related macular degeneration (AMD) affects millions of people throughout
the world. The intermediate stage may go undetected, as it typically is asymptomatic …
the world. The intermediate stage may go undetected, as it typically is asymptomatic …
Use of deep learning for detailed severity characterization and estimation of 5-year risk among patients with age-related macular degeneration
PM Burlina, N Joshi, KD Pacheco, DE Freund… - JAMA …, 2018 - jamanetwork.com
Importance Although deep learning (DL) can identify the intermediate or advanced stages of
age-related macular degeneration (AMD) as a binary yes or no, stratified gradings using the …
age-related macular degeneration (AMD) as a binary yes or no, stratified gradings using the …
[HTML][HTML] Predicting risk of late age-related macular degeneration using deep learning
By 2040, age-related macular degeneration (AMD) will affect~ 288 million people
worldwide. Identifying individuals at high risk of progression to late AMD, the sight …
worldwide. Identifying individuals at high risk of progression to late AMD, the sight …
Development and validation of a deep‐learning algorithm for the detection of neovascular age‐related macular degeneration from colour fundus photographs
S Keel, Z Li, J Scheetz, L Robman… - Clinical & …, 2019 - Wiley Online Library
Importance Detection of early onset neovascular age‐related macular degeneration (AMD)
is critical to protecting vision. Background To describe the development and validation of a …
is critical to protecting vision. Background To describe the development and validation of a …
Deep-learning-based prediction of late age-related macular degeneration progression
Both genetic and environmental factors influence the etiology of age-related macular
degeneration (AMD), a leading cause of blindness. AMD severity is primarily measured by …
degeneration (AMD), a leading cause of blindness. AMD severity is primarily measured by …
Comparing humans and deep learning performance for grading AMD: a study in using universal deep features and transfer learning for automated AMD analysis
Background When left untreated, age-related macular degeneration (AMD) is the leading
cause of vision loss in people over fifty in the US. Currently it is estimated that about eight …
cause of vision loss in people over fifty in the US. Currently it is estimated that about eight …
Multimodal retinal image analysis via deep learning for the diagnosis of intermediate dry age‐related macular degeneration: a feasibility study
Background and Objective. To determine if using a multi‐input deep learning approach in
the image analysis of optical coherence tomography (OCT), OCT angiography (OCT‐A), and …
the image analysis of optical coherence tomography (OCT), OCT angiography (OCT‐A), and …
[HTML][HTML] Artificial intelligence for the detection of age-related macular degeneration in color fundus photographs: A systematic review and meta-analysis
L Dong, Q Yang, RH Zhang, WB Wei - EClinicalMedicine, 2021 - thelancet.com
Background Age-related macular degeneration (AMD) is one of the leading causes of vision
loss in the elderly population. The application of artificial intelligence (AI) provides …
loss in the elderly population. The application of artificial intelligence (AI) provides …
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