Juan Zhou

Can a Natural Image-Based Foundation Model Outperform a Retina-Specific Model in Detecting Ocular and Systemic Diseases?

DINOv2, a natural image-based model, outperformed retina-specific RETFound in ocular disease detection, while RETFound excelled in systemic disease prediction. This highlights the need to match model selection with specific clinical tasks.