Deep Learning-assisted AMD Staging based on OCT and OCT Angiography
Researchers have developed deep learning models to automatically stage age-related macular degeneration (AMD) using optical coherence tomography (OCT) and OCT angiography (OCTA) data. The models demonstrated strong performance in grading AMD severity, with substantial agreement with a reference standard. A biomarker-based model showed the highest overall performance and was particularly effective at detecting early AMD. AI
IMPACT Novel deep learning approach could improve early detection and management of age-related macular degeneration.