NCT-CRC-HE-100K 数据集是一个专用于图像分类的病理学数据集,包括从 86 位患者中提取的100,000张人类结直肠癌和健康组织的H&E染色组织学图像。数据集包括9种不同类型的组织图像,这些图像经过Macenko方法的颜色标准化处理,有效减少了来自不同切片的颜色差异。 此数据集的临床意义在于它提供了一个高质量和多样化的...
In this paper, we analyze a popular NCT-CRC-HE-100K colorectal cancer dataset used in numerous prior works and show that both this dataset and the obtained results may be affected by data-specific biases. The most prominent revealed dataset issues are inappropriate color normalization, severe ...
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