Deep learning-enabled medical computer vision

A Esteva, K Chou, S Yeung, N Naik, A Madani… - NPJ digital …, 2021 - nature.com
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 …

[HTML][HTML] Artificial intelligence in healthcare: transforming the practice of medicine

J Bajwa, U Munir, A Nori, B Williams - Future healthcare journal, 2021 - Elsevier
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 …

[HTML][HTML] Evaluating the performance of ChatGPT in ophthalmology: an analysis of its successes and shortcomings

F Antaki, S Touma, D Milad, J El-Khoury, R Duval - Ophthalmology science, 2023 - Elsevier
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 …

A deep learning system for predicting time to progression of diabetic retinopathy

L Dai, B Sheng, T Chen, Q Wu, R Liu, C Cai, L Wu… - Nature Medicine, 2024 - nature.com
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 …

Diabetic retinopathy: Looking forward to 2030

TE Tan, TY Wong - Frontiers in Endocrinology, 2023 - frontiersin.org
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 …

Applications of deep learning in fundus images: A review

T Li, W Bo, C Hu, H Kang, H Liu, K Wang, H Fu - Medical Image Analysis, 2021 - Elsevier
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 …

[PDF][PDF] The Role of Technology in Era 5.0 in the Development of Arabic Language in the World of Education.

M Keshav, L Julien, J Miezel - JILTECH: Journal International of …, 2022 - researchgate.net
Along with the development of the times, the world is currently entering the 5.0 era, which
means that all must be prepared for technology in this era, including the Indonesian …

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 …

A global review of publicly available datasets for ophthalmological imaging: barriers to access, usability, and generalisability

SM Khan, X Liu, S Nath, E Korot, L Faes… - The Lancet Digital …, 2021 - thelancet.com
Health data that are publicly available are valuable resources for digital health research.
Several public datasets containing ophthalmological imaging have been frequently used in …

Deep learning in ophthalmology: the technical and clinical considerations

DSW Ting, L Peng, AV Varadarajan, PA Keane… - Progress in retinal and …, 2019 - Elsevier
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) …