Inflation of test accuracy due to data leakage in deep learning-based classification of OCT images
In the application of deep learning on optical coherence tomography (OCT) data, it is
common to train classification networks using 2D images originating from volumetric data …
common to train classification networks using 2D images originating from volumetric data …
Wavelet scattering transform application in classification of retinal abnormalities using OCT images
To assist ophthalmologists in diagnosing retinal abnormalities, Computer Aided Diagnosis
has played a significant role. In this paper, a particular Convolutional Neural Network based …
has played a significant role. In this paper, a particular Convolutional Neural Network based …
Automatic detection of age-related macular degeneration based on deep learning and local outlier factor algorithm
T He, Q Zhou, Y Zou - Diagnostics, 2022 - mdpi.com
Age-related macular degeneration (AMD) is a retinal disorder affecting the elderly, and
society's aging population means that the disease is becoming increasingly prevalent. The …
society's aging population means that the disease is becoming increasingly prevalent. The …
HCTNet: a hybrid ConvNet-transformer network for retinal optical coherence tomography image classification
Z Ma, Q Xie, P Xie, F Fan, X Gao, J Zhu - Biosensors, 2022 - mdpi.com
Automatic and accurate optical coherence tomography (OCT) image classification is of great
significance to computer-assisted diagnosis of retinal disease. In this study, we propose a …
significance to computer-assisted diagnosis of retinal disease. In this study, we propose a …
Computer-aided diagnosis of retinopathy based on vision transformer
Z Jiang, L Wang, Q Wu, Y Shao, M Shen… - Journal of Innovative …, 2022 - World Scientific
Age-related Macular Degeneration (AMD) and Diabetic Macular Edema (DME) are two
common retinal diseases for elder people that may ultimately cause irreversible blindness …
common retinal diseases for elder people that may ultimately cause irreversible blindness …
Use of dominant activations obtained by processing OCT images with the CNNs and slime mold method in retinal disease detection
Retinal disease is one of the diseases that cause visual symptoms or loss of vision in
humans. This disease can affect the choroid, which severely affects vision. Optical …
humans. This disease can affect the choroid, which severely affects vision. Optical …
Distinctions between Choroidal Neovascularization and Age Macular Degeneration in Ocular Disease Predictions via Multi-Size Kernels ξcho-Weighted Median …
Age-related macular degeneration is a visual disorder caused by abnormalities in a part of
the eye's retina and is a leading source of blindness. The correct detection, precise location …
the eye's retina and is a leading source of blindness. The correct detection, precise location …
[HTML][HTML] A COMPREHENSIVE REVIEW ON EARLY DETECTION OF DRUSEN PATTERNS IN AGE-RELATED MACULAR DEGENERATION USING DEEP LEARNING …
M Kiruthika, G Malathi - Photodiagnosis and Photodynamic Therapy, 2024 - Elsevier
ABSTRACT Age-related Macular Degeneration (AMD) is a leading cause of visual
impairment and blindness that affects the eye from the age of fifty-five and older. It impacts …
impairment and blindness that affects the eye from the age of fifty-five and older. It impacts …
In-depth analysis of research hotspots and emerging trends in AI for retinal diseases over the past decade
M Guo, D Gong, W Yang - Frontiers in Medicine, 2024 - frontiersin.org
Background The application of Artificial Intelligence (AI) in diagnosing retinal diseases
represents a significant advancement in ophthalmological research, with the potential to …
represents a significant advancement in ophthalmological research, with the potential to …
A deep learning LSTM-based approach for AMD classification using OCT images
L Hamid, A Elnokrashy, EH Abdelhay… - Neural Computing and …, 2024 - Springer
Age-related macular degeneration (AMD) is an age-related, persistent, painless eye disease
that impairs central vision. The central area (macula) of the retina, located at the back of the …
that impairs central vision. The central area (macula) of the retina, located at the back of the …