PROMISE12
PROMISE12（前列腺MRI图像分割数据集）是医学图像分割领域的经典数据集。作为MICCAI 2012挑战赛的组成部分，该数据集提供了50例前列腺MRI图像及其对应的分割标注。随着MRI在前列腺癌临床检查中的应用日益广泛，前列腺MRI图像分割已成为研究热点。精确的分割对于多项任务至关重要，例如为放射治疗精确勾画前列腺边界，或初始化多模态配准算法。
腹部可视化图片
可视化图片 1
可视化图片 2
数据集元信息
| 维度 | 3D |
| 模态 | mri |
| 任务类型 | segmentation |
| 解剖结构 | Prostate |
| 解剖区域 | Abdomen |
| 类别数 | 1 |
| 数据量 | 50 |
| 文件格式 | .mhd |
文件结构
PROMISE12/
│
├── LICENSE.TXT
├── livechallenge_test_data.zip
├── test_data.zip
└── training_data/
├── Case00.mhd
├── Case00.raw
├── Case00_segmentation.mhd
├── Case00_segmentation.raw
└── ...图像尺寸统计
| 统计类型 | 间距 (mm) | 尺寸 |
|---|---|---|
| 最小值 | (0.27, 0.27, 2.2) |
(256, 256, 15) |
| 中位值 | (0.61, 0.61, 3.6) |
(320, 320, 24) |
| 最大值 | (0.75, 0.75, 4.0) |
(512, 512, 54) |
引用
@article{Litjens2014,
title={Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge},
author={Litjens, Geert and Toth, Robert and van de Ven, Wendy J. M. and Hoeks, Caroline M. A. and Kerkstra, Sjoerd and van Ginneken, Bram and Vincent, Graham and Guillard, Gwenael and Birbeck, Neil and Zhang, Jindang and Strand, Robin and Malmberg, Filip and Ou, Yangming and Davatzikos, Christos and Kirschner, Matthias and Jung, Florian and Yuan, Jing and Qiu, Wu and Gao, Qinquan and Edwards, Philip E. and Maan, Bianca and van der Heijden, Ferdinand and Ghose, Soumya and Mitra, Jhimli and Dowling, Jason and Barratt, Dean and Huisman, Henkjan and Madabhushi, Anant},
journal={Medical Image Analysis},
volume={18},
number={2},
pages={359--373},
year={2014},
publisher={Elsevier}
}