lazyslide.models.tile_prediction.SpiderBreast

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lazyslide.models.tile_prediction.SpiderBreast#

class SpiderBreast(model_path=None, token=None)#

Bases: Spider

🤗Hugging Face Params: 303.9M FLOPs: 164.85G CC BY-NC 4.0 Tile classification for breast

The output classes are:

  • Adenosis

  • Benign phyllodes tumor

  • Ductal carcinoma in situ (high-grade)

  • Ductal carcinoma in situ (low-grade)

  • Fat

  • Fibroadenoma

  • Fibrocystic changes

  • Fibrosis

  • Invasive non-special type carcinoma

  • Lipogranuloma

  • Lobular invasive carcinoma

  • Malignant phyllodes tumor

  • Necrosis

  • Normal ducts

  • Normal lobules

  • Sclerosing adenosis

  • Typical ductal hyperplasia

  • Vessels

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