Lung and Colon Cancer

This dataset contains 25,000 histopathological images with 5 classes. All images are 768 x 768 pixels in size and are in jpeg file format.
The images were generated from an original sample of HIPAA compliant and validated sources, consisting of 750 total images of lung tissue (250 benign lung tissue, 250 lung adenocarcinomas, and 250 lung squamous cell carcinomas) and 500 total images of colon tissue (250 benign colon tissue and 250 colon adenocarcinomas) and augmented to 25,000 using the Augmentor package.
There are five classes in the dataset, each with 5,000 images, being:

1. Lung benign tissue
2. Lung adenocarcinoma
3. Lung squamous cell carcinoma
4. Colon adenocarcinoma
5. Colon benign tissue

**Original Article**
Borkowski AA, Bui MM, Thomas LB, Wilson CP, DeLand LA, Mastorides SM. Lung and Colon Cancer Histopathological Image Dataset (LC25000). arXiv:1912.12142v1 [eess.IV], 2019

**Relevant Links**
https://arxiv.org/abs/1912.12142v1

Orginal Source: https://www.kaggle.com/andrewmvd/lung-and-colon-cancer-histopathological-images

本数据集汇聚了25,000张病理组织切片图像，共分为5个类别。所有图像均为768 x 768像素大小，采用JPEG格式存储。这些图像源自符合HIPAA合规性并经过验证的原始样本，包括750张肺组织切片（250张良性肺组织、250张肺腺癌和250张肺鳞状细胞癌）以及500张结肠组织切片（250张良性结肠组织和250张结肠腺癌）。利用Augmentor软件包对这些图像进行了扩充，使其总数达到25,000张。数据集中包含五个类别，每个类别均有5,000张图像，具体如下：

1. 良性肺组织
2. 肺腺癌
3. 肺鳞状细胞癌
4. 结肠腺癌
5. 良性结肠组织

**原文出处**
Borkowski AA, Bui MM, Thomas LB, Wilson CP, DeLand LA, Mastorides SM. 肺与结肠癌病理组织图像数据集（LC25000）. arXiv:1912.12142v1 [eess.IV], 2019

**相关链接**
https://arxiv.org/abs/1912.12142v1

**原始来源**
https://www.kaggle.com/andrewmvd/lung-and-colon-cancer-histopathological-images