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 …
A foundation language-image model of the retina (flair): Encoding expert knowledge in text supervision
Foundation vision-language models are currently transforming computer vision, and are on
the rise in medical imaging fueled by their very promising generalization capabilities …
the rise in medical imaging fueled by their very promising generalization capabilities …
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 …
The AI revolution in glaucoma: bridging challenges with opportunities
F Li, D Wang, Z Yang, Y Zhang, J Jiang, X Liu… - Progress in Retinal and …, 2024 - Elsevier
Recent advancements in artificial intelligence (AI) herald transformative potentials for
reshaping glaucoma clinical management, improving screening efficacy, sharpening …
reshaping glaucoma clinical management, improving screening efficacy, sharpening …
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 …
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 …
Development and validation of a multimodal multitask vision foundation model for generalist ophthalmic artificial intelligence
Background Specialized single-use, single-modality models often have limited or no
generalization to new diseases, modalities, and clinical tasks. Foundation models are built …
generalization to new diseases, modalities, and clinical tasks. Foundation models are built …
[HTML][HTML] Glaucoma diagnosis in the era of deep learning: A survey
Glaucoma, a leading cause of irreversible blindness worldwide, poses significant diagnostic
challenges due to its reliance on subjective evaluation. Recent advances in computer vision …
challenges due to its reliance on subjective evaluation. Recent advances in computer vision …