In preliminary MIDOG++ experiments, a VM-UNet with stain augmentation outperformed a standard U-Net for mitosis detection under domain shift (F1 0.736 vs 0.656).
Mitosis detection, fast and slow: robust and efficient detection of mitotic figures
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Mitosis detection in domain shift scenarios: a Mamba-based approach
In preliminary MIDOG++ experiments, a VM-UNet with stain augmentation outperformed a standard U-Net for mitosis detection under domain shift (F1 0.736 vs 0.656).