- AI · arxiv/cs.AI · 4 min
Hybrid segmentation model improves fundus lesion detection accuracy
Combining classical clustering methods with deep learning achieves 89.7% accuracy on high-resolution eye images, outperforming standard U-Net approaches.
April 17, 2026 Read → → - AI · arxiv/cs.LG · 3 min
Transformer models outperform CNNs in prostate MRI segmentation
SwinUNETR achieves 5-point Dice improvement over standard UNet when trained on mixed-reader datasets, suggesting transformer attention handles annotation variability better.
April 17, 2026 Read → →