Analysis of deep learning techniques for prediction of eye diseases: A systematic review
A Bali, V Mansotra - Archives of Computational Methods in Engineering, 2024 - Springer
The prediction and early diagnosis of eye diseases are critical for effective treatment and
prevention of vision loss. The identification of eye diseases has recently been the subject of …
prevention of vision loss. The identification of eye diseases has recently been the subject of …
Multi-class multi-label ophthalmological disease detection using transfer learning based convolutional neural network
Fundus imaging is a retinal image modality for capturing anatomical structures and
abnormalities in the human eye. Fundus images are the primary tool for observation and …
abnormalities in the human eye. Fundus images are the primary tool for observation and …
[HTML][HTML] Fundus-deepnet: Multi-label deep learning classification system for enhanced detection of multiple ocular diseases through data fusion of fundus images
Detecting multiple ocular diseases in fundus images is crucial in ophthalmic diagnosis. This
study introduces the Fundus-DeepNet system, an automated multi-label deep learning …
study introduces the Fundus-DeepNet system, an automated multi-label deep learning …
Automatic detection of diabetic eye disease through deep learning using fundus images: a survey
Diabetes Mellitus, or Diabetes, is a disease in which a person's body fails to respond to
insulin released by their pancreas, or it does not produce sufficient insulin. People suffering …
insulin released by their pancreas, or it does not produce sufficient insulin. People suffering …
A review of deep learning techniques for glaucoma detection
T Guergueb, MA Akhloufi - SN Computer Science, 2023 - Springer
Glaucoma is one of the major reasons for visual impairment all across the globe. The recent
advancements in machine learning techniques have greatly facilitated ophthalmologists in …
advancements in machine learning techniques have greatly facilitated ophthalmologists in …
Diabetic retinopathy detection through convolutional neural networks with synaptic metaplasticity
V Vives-Boix, D Ruiz-Fernández - Computer Methods and Programs in …, 2021 - Elsevier
Background and objectives: Diabetic retinopathy is a type of diabetes that causes vascular
changes that can lead to blindness. The ravages of this disease cannot be reversed, so …
changes that can lead to blindness. The ravages of this disease cannot be reversed, so …
An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images
Abstract Chronic Ocular Diseases (COD) such as myopia, diabetic retinopathy, age-related
macular degeneration, glaucoma, and cataract can affect the eye and may even lead to …
macular degeneration, glaucoma, and cataract can affect the eye and may even lead to …
Discriminative kernel convolution network for multi-label ophthalmic disease detection on imbalanced fundus image dataset
It is feasible to recognize the presence and seriousness of eye disease by investigating the
progressions in retinal biological structures. Fundus examination is a diagnostic procedure …
progressions in retinal biological structures. Fundus examination is a diagnostic procedure …
Multi-label classification of fundus images with graph convolutional network and LightGBM
K Sun, M He, Y Xu, Q Wu, Z He, W Li, H Liu… - Computers in Biology and …, 2022 - Elsevier
Early detection and treatment of retinal disorders are critical for avoiding irreversible visual
impairment. Given that patients in the clinical setting may have various types of retinal …
impairment. Given that patients in the clinical setting may have various types of retinal …
An effective and robust approach based on r-cnn+ lstm model and ncar feature selection for ophthalmological disease detection from fundus images
Changes in and around anatomical structures such as blood vessels, optic disc, fovea, and
macula can lead to ophthalmological diseases such as diabetic retinopathy, glaucoma, age …
macula can lead to ophthalmological diseases such as diabetic retinopathy, glaucoma, age …