[HTML][HTML] Artificial intelligence in healthcare: transforming the practice of medicine
Artificial intelligence (AI) is a powerful and disruptive area of computer science, with the
potential to fundamentally transform the practice of medicine and the delivery of healthcare …
potential to fundamentally transform the practice of medicine and the delivery of healthcare …
Deep learning-enabled medical computer vision
A decade of unprecedented progress in artificial intelligence (AI) has demonstrated the
potential for many fields—including medicine—to benefit from the insights that AI techniques …
potential for many fields—including medicine—to benefit from the insights that AI techniques …
[HTML][HTML] Evaluating the performance of ChatGPT in ophthalmology: an analysis of its successes and shortcomings
Purpose Foundation models are a novel type of artificial intelligence algorithms, in which
models are pretrained at scale on unannotated data and fine-tuned for a myriad of …
models are pretrained at scale on unannotated data and fine-tuned for a myriad of …
A deep learning system for predicting time to progression of diabetic retinopathy
Diabetic retinopathy (DR) is the leading cause of preventable blindness worldwide. The risk
of DR progression is highly variable among different individuals, making it difficult to predict …
of DR progression is highly variable among different individuals, making it difficult to predict …
Diabetic retinopathy: Looking forward to 2030
Diabetic retinopathy (DR) is the major ocular complication of diabetes mellitus, and is a
problem with significant global health impact. Major advances in diagnostics, technology …
problem with significant global health impact. Major advances in diagnostics, technology …
Applications of deep learning in fundus images: A review
The use of fundus images for the early screening of eye diseases is of great clinical
importance. Due to its powerful performance, deep learning is becoming more and more …
importance. Due to its powerful performance, deep learning is becoming more and more …
Primary open-angle glaucoma preferred practice pattern®
SJ Gedde, K Vinod, MM Wright, KW Muir, JT Lind… - Ophthalmology, 2021 - Elsevier
Background Primary open angle glaucoma (POAG) is a chronic, progressive ocular disease
causing loss of the optic nerve rim and retinal nerve fiber layer (RNFL) with associated …
causing loss of the optic nerve rim and retinal nerve fiber layer (RNFL) with associated …
A global review of publicly available datasets for ophthalmological imaging: barriers to access, usability, and generalisability
Health data that are publicly available are valuable resources for digital health research.
Several public datasets containing ophthalmological imaging have been frequently used in …
Several public datasets containing ophthalmological imaging have been frequently used in …
Deep learning in ophthalmology: the technical and clinical considerations
The advent of computer graphic processing units, improvement in mathematical models and
availability of big data has allowed artificial intelligence (AI) using machine learning (ML) …
availability of big data has allowed artificial intelligence (AI) using machine learning (ML) …
A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre
Retinal blood vessels provide information on the risk of cardiovascular disease (CVD). Here,
we report the development and validation of deep-learning models for the automated …
we report the development and validation of deep-learning models for the automated …