Malignant Lymphoma Classification
Malignant lymphoma is a type of cancer affecting the lymph nodes. Clinically, there are three typical types of malignant lymphoma: CLL (Chronic Lymphocytic Leukemia), FL (Follicular Lymphoma), and MCL (Mantle Cell Lymphoma). The type of lymphoma can be distinguished through biopsies and Hematoxylin and Eosin (H&E) staining. This 数据集 is a collection of 2D samples prepared by multiple pathologists from different sites for the image 分类 task of malignant lymphoma, containing a total of 374 tif forma
xianweichengxiang可视化图片
可视化图片 1
可视化图片 2
可视化图片 3
可视化图片 4
数据集元信息
| 维度 | 2D |
| 模态 | pathology |
| 任务类型 | segmentation |
| 解剖结构 | Tissue |
| 解剖区域 | Tissue |
| 类别数 | 3 |
| 数据量 | 374 |
| 文件格式 | .tif |
文件结构
Malignant Lymphoma Classification
├── CLL
│ ├── sj-03-476_001.tif
│ ├── sj-03-476_002.tif
│ ├── ...
├── FL
│ ├── sj-05-588-R1_001.tif
│ ├── sj-05-588-R1_002.tif
│ ├── ...
├── MCL
│ ├── sj-05-588-R1_002.tif
│ ├── sj-04-3077-R2_002.tif
│ ├── ...图像尺寸统计
| 统计类型 | 间距 (mm) | 尺寸 |
|---|---|---|
| 最小值 | - |
[1388, 1040] |
| 中位值 | - |
[1388, 1040] |
| 最大值 | - |
[1388, 1040] |
引用
@article{article,
author = {Orlov, Nikita and Chen, Wayne and Eckley, David and Macura, Tomasz and Shamir, Lior and Jaffe, Elaine and Goldberg, Ilya},
year = {2010},
month = {07},
pages = {1003-13},
title = {Automatic Classification of Lymphoma Images With Transform-Based Global Features},
volume = {14},
journal = {IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society},
doi = {10.1109/TITB.2010.2050695}
}