Generative artificial intelligence in ophthalmology: current innovations, future applications and challenges

SC Sonmez, M Sevgi, F Antaki, J Huemer… - British Journal of …, 2024 - bjo.bmj.com
The rapid advancements in generative artificial intelligence are set to significantly influence
the medical sector, particularly ophthalmology. Generative adversarial networks and …

Foundation models in ophthalmology: opportunities and challenges

M Sevgi, E Ruffell, F Antaki, MA Chia… - Current opinion in …, 2025 - journals.lww.com
Overall, foundation models in ophthalmology present promising opportunities but face
challenges, particularly the need for high-quality, standardized datasets for training and …

A New Foundation Model for Multimodal Ophthalmic Images: Advancing Disease Detection and Prediction

MA Chia, Y Zhou, PA Keane - NEJM AI, 2024 - ai.nejm.org
Foundation models are a powerful tool in ophthalmology for building generalizable systems
that can be efficiently applied to a range of ocular and systemic health tasks. A new …

The critical need for an open medical imaging database in Japan: implications for global health and AI development

D Ueda, S Walston, H Takita, Y Mitsuyama… - Japanese Journal of …, 2024 - Springer
Japan leads OECD countries in medical imaging technology deployment but lacks open,
large-scale medical imaging databases crucial for AI development. While Japan maintains …

Detecting Risky Alcohol Use with Natural Language Processing and Computable Phenotypes in Clinical Records

K Weber - 2024 - deepblue.lib.umich.edu
Alcohol use is common throughout the United States. Alcohol Use Disorder (AUD) is
estimated to affect 12-14% of the US population, and has destructive impacts on the physical …