Enhanced Detection of Age-related Macular Degeneration in Low-quality Retinal Images via Noise-Augmented YOLO and Adaptive Attention Mechanisms
Xidong BAI, Kazumasa Kishimoto, Osamu Sugiyama, Hiroshi Tamura
This paper improves AMD detection in low-quality OCT images using noise-augmented YOLO with adaptive attention mechanisms, achieving high accuracy and sensitivity.
bioRxiv · Aug 11, 2026 · PreprintBioinformatics