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colorectal_histology_large

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10 large 5000 x 5000 textured colorectal cancer histology images

Split Examples
'test' 10
  • Feature structure:
FeaturesDict({
    'filename': Text(shape=(), dtype=string),
    'image': Image(shape=(5000, 5000, 3), dtype=uint8),
})
  • Feature documentation:
Feature Class Shape Dtype Description
FeaturesDict
filename Text string
image Image (5000, 5000, 3) uint8

Visualization

  • Citation:
@article{kather2016multi,
  title={Multi-class texture analysis in colorectal cancer histology},
  author={Kather, Jakob Nikolas and Weis, Cleo-Aron and Bianconi, Francesco and Melchers, Susanne M and Schad, Lothar R and Gaiser, Timo and Marx, Alexander and Z{"o}llner, Frank Gerrit},
  journal={Scientific reports},
  volume={6},
  pages={27988},
  year={2016},
  publisher={Nature Publishing Group}
}