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 …

[HTML][HTML] Automated detection of age-related macular degeneration in color fundus photography: a systematic review

E Pead, R Megaw, J Cameron, A Fleming… - survey of …, 2019 - Elsevier
The rising prevalence of age-related eye diseases, particularly age-related macular
degeneration, places an ever-increasing burden on health care providers. As new …

Age-related macular degeneration detection using deep convolutional neural network

JH Tan, SV Bhandary, S Sivaprasad… - Future Generation …, 2018 - Elsevier
Abstract Age-related Macular Degeneration (AMD) is an eye condition that affects the
elderly. Further, the prevalence of AMD is rising because of the aging population in the …

Machine learning based detection of age-related macular degeneration (AMD) and diabetic macular edema (DME) from optical coherence tomography (OCT) images

Y Wang, Y Zhang, Z Yao, R Zhao… - Biomedical optics express, 2016 - opg.optica.org
Non-lethal macular diseases greatly impact patients' life quality, and will cause vision loss at
the late stages. Visual inspection of the optical coherence tomography (OCT) images by the …

Automated age-related macular degeneration and diabetic macular edema detection on oct images using deep learning

S Kaymak, A Serener - 2018 IEEE 14th international conference …, 2018 - ieeexplore.ieee.org
Age-related macular degeneration (AMD) is an eye disease that damages the retina,
causing vision loss. Diabetic macular edema (DME) is also a form of vision loss for diabetic …

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 …

Dry and wet age-related macular degeneration classification using oct images and deep learning

A Serener, S Serte - 2019 Scientific meeting on electrical …, 2019 - ieeexplore.ieee.org
Diabetic retinopathy (DR) and age-related macular degeneration (AMD) are diseases that
can have adverse effects on the eyes of the elderly. They affect the central part of the retina …

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies

JEW Koh, UR Acharya, Y Hagiwara… - Computers in biology …, 2017 - Elsevier
Vision is paramount to humans to lead an active personal and professional life. The
prevalence of ocular diseases is rising, and diseases such as glaucoma, Diabetic …

Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey

J Yang, S Fong, H Wang, Q Hu, C Lin, S Huang… - Expert Systems with …, 2021 - Elsevier
Fundus digital photography and optical coherence tomography (OCT) are currently the
primary imaging approaches for early diagnosis and treatment of eye diseases. In recent …

Automated diabetic macular edema (DME) grading system using DWT, DCT features and maculopathy index

UR Acharya, MRK Mookiah, JEW Koh, JH Tan… - Computers in biology …, 2017 - Elsevier
The cause of diabetic macular edema (DME) is due to prolonged and uncontrolled diabetes
mellitus (DM) which affects the vision of diabetic subjects. DME is graded based on the …