Colon Tissue segmentation
14 class colon tissue segmentation network for colon histopathological slides.
Classes that will be segmented
- Normal epithelium
- Low-grade dysplastic (LGD) epithelium
- High-grade dysplastic (HGD)/cancerous epithelium
- Stroma lamina propria
- Submucosal stroma
- Desmoplastic stroma
- Necrosis & debris
Questions related to this algorithm can be addressed to John-Melle Bokhorst
Please take the following limitations into account when submitting data to this algorithm: All input images should be in .tif format and contain magnification levels that correspond to 1.0μm pixel spacing (± 0.05). The algorithm will stop if any of the input images miss one of these levels.