天池数据集

CT Medical Images CT医学影像:来自癌症影像档案库的CT图像具有对比和患者年龄

CT Medical Images CT医学影像:来自癌症影像档案库的CT图像具有对比和患者年龄

描述

该数据集旨在允许测试不同的方法,以检查与使用对比度和患者年龄相关的CT图像数据的趋势。基本思想是识别与这些特征密切相关的图像纹理,统计图案和特征,并可能构建简单的工具,以便在对这些图像进行错误分类时自动对这些图像进行分类(或查找可能是可疑情况,测量错误或机器校准不良的异常值) )

数据列表

  • 数据名称上传日期大小删除下载
  • overview.csv2021-01-3114.00KB
  • CT Medical Images_datasets.txt2021-01-31199.00Bytes
  • CT Medical Images_datasets.zip2021-02-04250.88MB

文档

CT Medical Images

CT images from cancer imaging archive with contrast and patient age

1. Overview

The dataset is designed to allow for different methods to be tested for examining the trends in CT image data associated with using contrast and patient age. The basic idea is to identify image textures, statistical patterns and features correlating strongly with these traits and possibly build simple tools for automatically classifying these images when they have been misclassified (or finding outliers which could be suspicious cases, bad measurements, or poorly calibrated machines)

2. Data

The data are a tiny subset of images from the cancer imaging archive. They consist of the middle slice of all CT images taken where valid age, modality, and contrast tags could be found. This results in 475 series from 69 different patients.

License

  • [http://creativecommons.org/licenses/by/3.0/]
  • After the publication embargo period ends these collections are freely available to browse, download, and use for commercial, scientific and educational purposes as outlined in the Creative Commons Attribution 3.0 Unported License. Questions may be directed to help@cancerimagingarchive.net. Please be sure to acknowledge both this data set and TCIA in publications by including the following citations in your work:

Data Citation

Albertina, B., Watson, M., Holback, C., Jarosz, R., Kirk, S., Lee, Y., … Lemmerman, J. (2016). Radiology Data from The Cancer Genome Atlas Lung Adenocarcinoma [TCGA-LUAD] collection.

TCIA Citation

Clark K, Vendt B, Smith K, Freymann J, Kirby J, Koppel P, Moore S, Phillips S, Maffitt D, Pringle M, Tarbox L, Prior F. The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, Number 6, December, 2013, pp 1045-1057. (paper)

1.简介

该数据集旨在允许测试不同的方法,以检查与使用对比度和患者年龄相关的CT图像数据的趋势。基本思想是识别与这些特征密切相关的图像纹理,统计图案和特征,并可能构建简单的工具,以便在对这些图像进行错误分类时自动对这些图像进行分类(或查找可能是可疑情况,测量错误或机器校准不良的异常值) )

2. 数据

数据只是癌症成像档案中图像的一小部分。它们由所拍摄的所有CT图像的中间部分组成,可以找到有效的年龄,模态和对比标签。这产生了来自69个不同患者的475系列。

许可

  • [http://creativecommons.org/licenses/by/3.0/]
  • 禁运期结束后,这些收藏可以免费浏览,下载,并用于商业,科学和教育目的,如Creative Commons Attribution 3.0 Unported License中所述。如有疑问,请发送电子邮件至help@cancerimagingarchive.net。通过在工作中加入以下引用,请务必在出版物中同时确认此数据集和TCIA:

数据引用

Albertina, B., Watson, M., Holback, C., Jarosz, R., Kirk, S., Lee, Y., … Lemmerman, J. (2016). Radiology Data from The Cancer Genome Atlas Lung Adenocarcinoma [TCGA-LUAD] collection.

TCIA引文

Clark K, Vendt B, Smith K, Freymann J, Kirby J, Koppel P, Moore S, Phillips S, Maffitt D, Pringle M, Tarbox L, Prior F. The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository, Journal of Digital Imaging, Volume 26, Number 6, December, 2013, pp 1045-1057. (paper)

目录

1. Overview

2. Data

1.简介

2. 数据