NCI Imaging Data Commons.
NCI Imaging Data Commons.
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DOI：
10.1158/0008-5472.can-21-0950
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发表时间：
2021-08-15
期刊：
影响因子：
11.2
通讯作者：
Kikinis R
中科院分区：
文献类型：
--
作者：
Fedorov A;Longabaugh WJR;Pot D;Clunie DA;Pieper S;Aerts HJWL;Homeyer A;Lewis R;Akbarzadeh A;Bontempi D;Clifford W;Herrmann MD;Höfener H;Octaviano I;Osborne C;Paquette S;Petts J;Punzo D;Reyes M;Schacherer DP;Tian M;White G;Ziegler E;Shmulevich I;Pihl T;Wagner U;Farahani K;Kikinis R
本研究介绍了NCI成像数据共享，这是NCI癌症研究数据共享的一个新存储库，将支持云上的癌症成像研究。美国国家癌症研究所（NCI）癌症研究数据共享（CRDC）旨在建立一个基于云的国家数据科学基础设施。影像数据共享（IDC）是癌症登月计划支持的CRDC的一个新组成部分。IDC的目标是使广泛的癌症研究人员，无论是否具有成像专业知识，都能轻松访问和探索去识别成像数据的价值，并支持与非成像数据的集成分析。我们通过将多功能成像集合与基于云的计算资源和数据探索、可视化和分析工具相结合来实现这一目标。IDC试点于2020年10月发布，并不断增加放射学和组织病理学资料。IDC提供了对策划的图像集合的访问，并附有文档、用户论坛和越来越多的分析用例，旨在展示数据共享框架应用于癌症成像研究的价值。本研究介绍了NCI成像数据共享，这是NCI癌症研究数据共享的一个新存储库，将支持云上的癌症成像研究。
This study introduces NCI Imaging Data Commons, a new repository of the NCI Cancer Research Data Commons, which will support cancer imaging research on the cloud. The National Cancer Institute (NCI) Cancer Research Data Commons (CRDC) aims to establish a national cloud-based data science infrastructure. Imaging Data Commons (IDC) is a new component of CRDC supported by the Cancer Moonshot. The goal of IDC is to enable a broad spectrum of cancer researchers, with and without imaging expertise, to easily access and explore the value of deidentified imaging data and to support integrated analyses with nonimaging data. We achieve this goal by colocating versatile imaging collections with cloud-based computing resources and data exploration, visualization, and analysis tools. The IDC pilot was released in October 2020 and is being continuously populated with radiology and histopathology collections. IDC provides access to curated imaging collections, accompanied by documentation, a user forum, and a growing number of analysis use cases that aim to demonstrate the value of a data commons framework applied to cancer imaging research. This study introduces NCI Imaging Data Commons, a new repository of the NCI Cancer Research Data Commons, which will support cancer imaging research on the cloud.