graviti
产品服务
解决方案
知识库
公开数据集
关于我们
Finding and Measuring Lungs in CT Data
许可协议: CC-BY-SA 4.0

Overview

Context

Competitions like LUNA (http://luna16.grand-challenge.org) and the Kaggle Data Science Bowl 2017 (https://www.kaggle.com/c/data-science-bowl-2017) involve processing and trying to find lesions in CT images of the lungs. In order to find disease in these images well, it is important to first find the lungs well. This dataset is a collection of 2D and 3D images with manually segmented lungs.

Challenge

Come up with an algorithm for accurately segmenting lungs and measuring important clinical parameters (lung volume, PD, etc)

Percentile Density (PD)

The PD is the density (in Hounsfield units) the given percentile of pixels fall below in the image. The table includes 5 and 95% for reference. For smokers this value is often high indicating the build up of other things in the lungs.

数据概要
数据格式
image,
数据量
4
文件大小
132.13MB
发布方
K Scott Mader
| 数据量 4 | 大小 132.13MB
Finding and Measuring Lungs in CT Data
许可协议: CC-BY-SA 4.0

Overview

Context

Competitions like LUNA (http://luna16.grand-challenge.org) and the Kaggle Data Science Bowl 2017 (https://www.kaggle.com/c/data-science-bowl-2017) involve processing and trying to find lesions in CT images of the lungs. In order to find disease in these images well, it is important to first find the lungs well. This dataset is a collection of 2D and 3D images with manually segmented lungs.

Challenge

Come up with an algorithm for accurately segmenting lungs and measuring important clinical parameters (lung volume, PD, etc)

Percentile Density (PD)

The PD is the density (in Hounsfield units) the given percentile of pixels fall below in the image. The table includes 5 and 95% for reference. For smokers this value is often high indicating the build up of other things in the lungs.

0
立即开始构建AI
graviti
wechat-QR
长按保存识别二维码,关注Graviti公众号

Copyright@Graviti
沪ICP备19019574号
沪公网安备 31011002004865号