The public cancer radiology imaging collections of The Cancer Imaging Archive.

The public cancer radiology imaging collections of The Cancer Imaging Archive.
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DOI:
10.1038/sdata.2017.124
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发表时间:
2017-09-19
期刊:
影响因子:
9.8
通讯作者:
Freymann J
Freymann J
中科院分区:
综合性期刊2区
文献类型:
--
作者:
Prior F;Smith K;Sharma A;Kirby J;Tarbox L;Clark K;Bennett W;Nolan T;Freymann J

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癌症成像档案(TCIA)是美国国家癌症研究所的癌症成像和相关信息的存储库。TCIA包含3090万张放射学图像,代表从大约37,568名受试者收集的数据。这些数据按肿瘤类型组织成集合,其中许多集合还包括分析结果或临床数据。TCIA工作人员在通过网络浏览器或编程接口提供信息之前,会仔细地去识别和管理所有传入的集合。TCIA中的每个已发布的集合都被分配了一个引用该集合的数字对象标识符。此外,使用TCIA数据的研究人员可以通过请求TCIA生成的数字对象标识符来发布其分析中使用的信息子集。该数据描述符是对现有公开可用的TCIA集合的选定子集的回顾。它概述了TCIA采用的策展和出版方法,并提供了15个癌症成像数据集。
The Cancer Imaging Archive (TCIA) is the U.S. National Cancer Institute’s repository for cancer imaging and related information. TCIA contains 30.9 million radiology images representing data collected from approximately 37,568 subjects. This data is organized into collections by tumor-type with many collections also including analytic results or clinical data. TCIA staff carefully de-identify and curate all incoming collections prior to making the information available via web browser or programmatic interfaces. Each published collection within TCIA is assigned a Digital Object Identifier that references the collection. Additionally, researchers who use TCIA data may publish the subset of information used in their analysis by requesting a TCIA generated Digital Object Identifier. This data descriptor is a review of a selected subset of existing publicly available TCIA collections. It outlines the curation and publication methods employed by TCIA and makes available 15 collections of cancer imaging data.
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