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A review of deep learning-based multiple-lesion recognition from medical images: classification, detection and segmentation
H Jiang, Z Diao, T Shi, Y Zhou, F Wang, W Hu… - Computers in Biology …, 2023 - Elsevier
Deep learning-based methods have become the dominant methodology in medical image
processing with the advancement of deep learning in natural image classification, detection …
processing with the advancement of deep learning in natural image classification, detection …
[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 …
degeneration, places an ever-increasing burden on health care providers. As new …
[HTML][HTML] Artificial intelligence-based decision-making for age-related macular degeneration
Artificial intelligence (AI) based on convolutional neural networks (CNNs) has a great
potential to enhance medical workflow and improve health care quality. Of particular interest …
potential to enhance medical workflow and improve health care quality. Of particular interest …
Deep ensemble learning for automated non-advanced AMD classification using optimized retinal layer segmentation and SD-OCT scans
Background Accurate retinal layer segmentation in optical coherence tomography (OCT)
images is crucial for quantitatively analyzing age-related macular degeneration (AMD) and …
images is crucial for quantitatively analyzing age-related macular degeneration (AMD) and …
Multi-scale deep feature fusion for automated classification of macular pathologies from OCT images
Identification of the macular pathologies at an early stage can prevent vision loss. Similarity
in the pathological manifestations of common macular disorders like age related macular …
in the pathological manifestations of common macular disorders like age related macular …
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 …
Unsupervised super-resolution of OCT images using generative adversarial network for improved age-related macular degeneration diagnosis
Age-related macular degeneration (AMD) is the leading cause of progressive vision loss in
the elderly. Optical coherence tomography (OCT) is a promising diagnostic tool for early …
the elderly. Optical coherence tomography (OCT) is a promising diagnostic tool for early …
Real-time retinal layer segmentation of OCT volumes with GPU accelerated inferencing using a compressed, low-latency neural network
S Borkovkina, A Camino, W Janpongsri… - Biomedical optics …, 2020 - opg.optica.org
Segmentation of retinal layers in optical coherence tomography (OCT) is an essential step in
OCT image analysis for screening, diagnosis, and assessment of retinal disease …
OCT image analysis for screening, diagnosis, and assessment of retinal disease …
Choriocapillaris flow impairment could predict the enlargement of geographic atrophy lesion
Aim To analyse the choriocapillaris (CC) flow status in the area that subsequently showed
geographic atrophy (GA) expansion secondary to age-related macular degeneration (AMD) …
geographic atrophy (GA) expansion secondary to age-related macular degeneration (AMD) …
Detecting and measuring areas of choriocapillaris low perfusion in intermediate, non-neovascular age-related macular degeneration
Age-related macular degeneration (AMD) is a vision-threatening disease that affects the
outer retina and choroid of elderly adults. Because photoreceptors are found in the outer …
outer retina and choroid of elderly adults. Because photoreceptors are found in the outer …