Breast Cancer Cell Segmentation

There are about 58 H&E stained histopathology images used in breast cancer cell detection with associated ground truth data available. Routine histology uses the stain combination of hematoxylin and eosin, commonly referred to as H&E. These images are stained since most cells are essentially transparent, with little or no intrinsic pigment. Certain special stains, which bind selectively to particular components, are be used to identify biological structures such as cells. In those images, the challenging problem is cell segmentation for subsequent classification in benign and malignant cells. The ground truth have been obtained for one image containing benign cells. | Image: |Ground Truth: | |—-|—-| | ![]() | ![]() | All images: ![]()

本数据集包含约58张用于乳腺癌细胞检测的H&E染色组织病理学图像，并附有相应的真实标签数据。常规组织学采用苏木精和伊红染色组合，通常简称为H&E。由于大多数细胞本质上是透明的，具有很少或没有内在色素，因此这些图像进行了染色。某些特定的染色剂，能够选择性地与特定成分结合，被用于识别诸如细胞等生物结构。在这些图像中，面临的挑战性问题是对细胞进行分割，以便随后对良性细胞和恶性细胞进行分类。对于包含良性细胞的图像，已获得真实标签。| 图像： | 真实标签： | | ——— | ——— | |  |  | 所有图像： |