A vision transformer segments the muscularis propria in colon histopathology images with 89.9% Dice and 100% plexus inclusion, beating CNN and k-means baselines on a 30-slide dataset.
Machine learning -based approach for fully automated segmentation of muscularis propria from histopathology images of intestinal specimens,
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Segmentation of Muscularis Propria in Colon Histopathology Images Using Vision Transformers for Hirschsprung's Disease
A vision transformer segments the muscularis propria in colon histopathology images with 89.9% Dice and 100% plexus inclusion, beating CNN and k-means baselines on a 30-slide dataset.