Recent trends and advances in fundus image analysis: A review
Automated retinal image analysis holds prime significance in the accurate diagnosis of
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …
various critical eye diseases that include diabetic retinopathy (DR), age-related macular …
Artificial intelligence in screening, diagnosis, and classification of diabetic macular edema: a systematic review
We review the application of artificial intelligence (AI) techniques in the screening,
diagnosis, and classification of diabetic macular edema (DME) by searching six databases …
diagnosis, and classification of diabetic macular edema (DME) by searching six databases …
CANet: cross-disease attention network for joint diabetic retinopathy and diabetic macular edema grading
Diabetic retinopathy (DR) and diabetic macular edema (DME) are the leading causes of
permanent blindness in the working-age population. Automatic grading of DR and DME …
permanent blindness in the working-age population. Automatic grading of DR and DME …
Retinal image analysis for diabetes-based eye disease detection using deep learning
Diabetic patients are at the risk of developing different eye diseases ie, diabetic retinopathy
(DR), diabetic macular edema (DME) and glaucoma. DR is an eye disease that harms the …
(DR), diabetic macular edema (DME) and glaucoma. DR is an eye disease that harms the …
Automatic diagnosis of different grades of diabetic retinopathy and diabetic macular edema using 2-D-FBSE-FAWT
PK Chaudhary, RB Pachori - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Diabetic retinopathy (DR) and diabetic macular edema (DME) are the two most common
causes of blindness. The proposed work uses the order-zero and order-one 2-D Fourier …
causes of blindness. The proposed work uses the order-zero and order-one 2-D Fourier …
A (eye): a review of current applications of artificial intelligence and machine learning in ophthalmology
GW Armstrong, AC Lorch - International ophthalmology clinics, 2020 - journals.lww.com
Artificial intelligence (AI) is a branch of computer science that aims to enable computers to
perform human-like tasks. Although AI is a broad discipline, machine learning is a specific …
perform human-like tasks. Although AI is a broad discipline, machine learning is a specific …
Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models
In this research, we propose Particle Swarm Optimization (PSO)-enhanced ensemble deep
neural networks for optic disc (OD) segmentation using retinal images. An improved PSO …
neural networks for optic disc (OD) segmentation using retinal images. An improved PSO …
Learning robust representation for joint grading of ophthalmic diseases via adaptive curriculum and feature disentanglement
Diabetic retinopathy (DR) and diabetic macular edema (DME) are leading causes of
permanent blindness worldwide. Designing an automatic grading system with good …
permanent blindness worldwide. Designing an automatic grading system with good …
Computer aided diagnosis of diabetic macular edema in retinal fundus and OCT images: A review
KC Pavithra, P Kumar, M Geetha… - Biocybernetics and …, 2023 - Elsevier
Abstract Diabetic Macular Edema (DME) is a potentially blinding consequence of Diabetic
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …
Automatic classification of retinal diseases with transfer learning-based lightweight convolutional neural network
Z Lu, J Miao, J Dong, S Zhu, X Wang, J Feng - … Signal Processing and …, 2023 - Elsevier
Diabetic retinopathy (DR) and diabetic macular edema (DME) are the major causes of
permanent blindness in the working-age population. Deep learning methods have been …
permanent blindness in the working-age population. Deep learning methods have been …