Performance of General-Purpose Vision Language Models and Ophthalmology Foundation Models in Glaucoma Detection and Function Prediction.
Jalili Jalil, Huynh Justin, Walker Evan, Chuter Benton Gabriel, Bowd Christopher, Heinke Anna et al.
Fine-tuned vision-language models effectively detected glaucoma and predicted visual field loss from OCT images, showing promise for scalable AI decision support in glaucoma care, matching or exceeding specialized models.