Topo-VM-UNetV2 encodes persistence-based topology attention maps into VM-UNetV2's SDI module and improves polyp segmentation Dice by 1.2 to 3.3 points on five public datasets.
TestFit: A plug-and-play one-pass test time method for medical image segmentation,
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Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation
Topo-VM-UNetV2 encodes persistence-based topology attention maps into VM-UNetV2's SDI module and improves polyp segmentation Dice by 1.2 to 3.3 points on five public datasets.