An overview of artificial intelligence in diabetic retinopathy and other ocular diseases
Artificial intelligence (AI), also known as machine intelligence, is a branch of science that
empowers machines using human intelligence. AI refers to the technology of rendering …
empowers machines using human intelligence. AI refers to the technology of rendering …
Artificial intelligence and digital health in global eye health: opportunities and challenges
TF Tan, AJ Thirunavukarasu, L Jin, J Lim… - The Lancet Global …, 2023 - thelancet.com
Global eye health is defined as the degree to which vision, ocular health, and function are
maximised worldwide, thereby optimising overall wellbeing and quality of life. Improving eye …
maximised worldwide, thereby optimising overall wellbeing and quality of life. Improving eye …
Omnimedvqa: A new large-scale comprehensive evaluation benchmark for medical lvlm
Abstract Large Vision-Language Models (LVLMs) have demonstrated remarkable
capabilities in various multimodal tasks. However their potential in the medical domain …
capabilities in various multimodal tasks. However their potential in the medical domain …
Gamma challenge: glaucoma grading from multi-modality images
Glaucoma is a chronic neuro-degenerative condition that is one of the world's leading
causes of irreversible but preventable blindness. The blindness is generally caused by the …
causes of irreversible but preventable blindness. The blindness is generally caused by the …
Multimodal machine learning using visual fields and peripapillary circular OCT scans in detection of glaucomatous optic neuropathy
Purpose To develop and validate a multimodal artificial intelligence algorithm, FusionNet,
using the pattern deviation probability plots from visual field (VF) reports and circular …
using the pattern deviation probability plots from visual field (VF) reports and circular …
The application of artificial intelligence in glaucoma diagnosis and prediction
L Zhang, L Tang, M Xia, G Cao - Frontiers in cell and developmental …, 2023 - frontiersin.org
Artificial intelligence is a multidisciplinary and collaborative science, the ability of deep
learning for image feature extraction and processing gives it a unique advantage in dealing …
learning for image feature extraction and processing gives it a unique advantage in dealing …
Literature review on artificial intelligence methods for glaucoma screening, segmentation, and classification
Artificial intelligence techniques are now being applied in different medical solutions ranging
from disease screening to activity recognition and computer-aided diagnosis. The …
from disease screening to activity recognition and computer-aided diagnosis. The …
[PDF][PDF] Optic disc and optic cup segmentation on retinal image based on multimap localization and u-net convolutional neural network
AN Almustofa, A Handayani, TLR Mengko - Journal of Image and Graphics, 2022 - joig.net
Glaucoma is an eye disease that is caused by an increase in intraocular pressure.
Excessive intraocular pressure could damage optic nerves and lead to vision loss. Early …
Excessive intraocular pressure could damage optic nerves and lead to vision loss. Early …
Holistic evaluation of gpt-4v for biomedical imaging
In this paper, we present a large-scale evaluation probing GPT-4V's capabilities and
limitations for biomedical image analysis. GPT-4V represents a breakthrough in artificial …
limitations for biomedical image analysis. GPT-4V represents a breakthrough in artificial …
Sa-med2d-20m dataset: Segment anything in 2d medical imaging with 20 million masks
Segment Anything Model (SAM) has achieved impressive results for natural image
segmentation with input prompts such as points and bounding boxes. Its success largely …
segmentation with input prompts such as points and bounding boxes. Its success largely …