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caGrid 1.0: an enterprise Grid infrastructure for biomedical research.caGrid 1.0:用于生物医学研究的企业级网格基础设施。
J Am Med Inform Assoc. 2008 Mar-Apr;15(2):138-49. doi: 10.1197/jamia.M2522. Epub 2007 Dec 20.
2
caGrid: design and implementation of the core architecture of the cancer biomedical informatics grid.caGrid:癌症生物医学信息学网格核心架构的设计与实现
Bioinformatics. 2006 Aug 1;22(15):1910-6. doi: 10.1093/bioinformatics/btl272. Epub 2006 Jun 9.
3
caGrid 1.0: a Grid enterprise architecture for cancer research.caGrid 1.0:用于癌症研究的网格企业架构。
AMIA Annu Symp Proc. 2007 Oct 11;2007:573-7.
4
A roadmap for caGrid, an enterprise Grid architecture for biomedical research.caGrid路线图,一种用于生物医学研究的企业级网格架构。
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CaGrid Workflow Toolkit: a Taverna based workflow tool for cancer grid.CaGrid 工作流工具包:一个基于 Taverna 的癌症网格工作流工具。
BMC Bioinformatics. 2010 Nov 2;11:542. doi: 10.1186/1471-2105-11-542.
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[caCORE: core architecture of bioinformation on cancer research in America].[caCORE:美国癌症研究生物信息的核心架构]
Beijing Da Xue Xue Bao Yi Xue Ban. 2006 Apr 18;38(2):218-21.
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Sharing data and analytical resources securely in a biomedical research Grid environment.在生物医学研究网格环境中安全地共享数据和分析资源。
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Integrating heterogeneous rules-engine technologies with caGrid.将异构规则引擎技术与caGrid集成。
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The Cancer Biomedical Informatics Grid (caBIG): infrastructure and applications for a worldwide research community.癌症生物医学信息学网格(caBIG):面向全球研究团体的基础设施与应用
Stud Health Technol Inform. 2007;129(Pt 1):330-4.
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The Cancer Biomedical Informatics Grid (caBIG) Security Infrastructure.癌症生物医学信息网格(caBIG)安全基础设施
AMIA Annu Symp Proc. 2007 Oct 11;2007:433-7.

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Preprocessing structured clinical data for predictive modeling and decision support. A roadmap to tackle the challenges.为预测建模和决策支持预处理结构化临床数据。应对挑战的路线图。
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EGEMS (Wash DC). 2014 Jul 17;2(2):1075. doi: 10.13063/2327-9214.1075. eCollection 2014.
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Scalable Architecture for Federated Translational Inquiries Network (SAFTINet) Technology Infrastructure for a Distributed Data Network.用于联合转化查询网络(SAFTINet)的可扩展架构:分布式数据网络的技术基础设施。
EGEMS (Wash DC). 2013 Oct 7;1(1):1027. doi: 10.13063/2327-9214.1027. eCollection 2013.

本文引用的文献

1
Informatics in radiology: GridCAD: grid-based computer-aided detection system.放射学中的信息学:GridCAD:基于网格的计算机辅助检测系统。
Radiographics. 2007 May-Jun;27(3):889-97. doi: 10.1148/rg.273065153.
2
GridIMAGE: a novel use of grid computing to support interactive human and computer-assisted detection decision support.网格图像:一种利用网格计算支持交互式人机协作检测决策支持的新应用。
J Digit Imaging. 2007 Jun;20(2):160-71. doi: 10.1007/s10278-007-9020-0.
3
caGrid: design and implementation of the core architecture of the cancer biomedical informatics grid.caGrid:癌症生物医学信息学网格核心架构的设计与实现
Bioinformatics. 2006 Aug 1;22(15):1910-6. doi: 10.1093/bioinformatics/btl272. Epub 2006 Jun 9.
4
The caCORE Software Development Kit: streamlining construction of interoperable biomedical information services.caCORE软件开发工具包:简化可互操作生物医学信息服务的构建
BMC Med Inform Decis Mak. 2006 Jan 6;6:2. doi: 10.1186/1472-6947-6-2.
5
An OGSA Middleware for managing medical images using ontologies.一种用于使用本体管理医学图像的OGSA中间件。
J Clin Monit Comput. 2005 Oct;19(4-5):295-305. doi: 10.1007/s10877-005-0675-0.
6
Biomedical informatics research network: building a national collaboratory to hasten the derivation of new understanding and treatment of disease.生物医学信息学研究网络:建立一个国家协作实验室以加速对疾病的新认识和治疗方法的推导。
Stud Health Technol Inform. 2005;112:100-9.
7
caCORE: a common infrastructure for cancer informatics.caCORE:癌症信息学的通用基础设施。
Bioinformatics. 2003 Dec 12;19(18):2404-12. doi: 10.1093/bioinformatics/btg335.
8
MammoGrid: large-scale distributed mammogram analysis.乳腺影像网格:大规模分布式乳腺X光片分析
Stud Health Technol Inform. 2003;95:194-9.
9
myGrid: personalised bioinformatics on the information grid.我的网格:信息网格上的个性化生物信息学
Bioinformatics. 2003;19 Suppl 1:i302-4. doi: 10.1093/bioinformatics/btg1041.

caGrid 1.0:用于生物医学研究的企业级网格基础设施。

caGrid 1.0: an enterprise Grid infrastructure for biomedical research.

作者信息

Oster Scott, Langella Stephen, Hastings Shannon, Ervin David, Madduri Ravi, Phillips Joshua, Kurc Tahsin, Siebenlist Frank, Covitz Peter, Shanbhag Krishnakant, Foster Ian, Saltz Joel

机构信息

Biomedical Informatics Department, Ohio State University, Columbus, OH 43210, USA.

出版信息

J Am Med Inform Assoc. 2008 Mar-Apr;15(2):138-49. doi: 10.1197/jamia.M2522. Epub 2007 Dec 20.

DOI:10.1197/jamia.M2522
PMID:18096909
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2274794/
Abstract

OBJECTIVE

To develop software infrastructure that will provide support for discovery, characterization, integrated access, and management of diverse and disparate collections of information sources, analysis methods, and applications in biomedical research.

DESIGN

An enterprise Grid software infrastructure, called caGrid version 1.0 (caGrid 1.0), has been developed as the core Grid architecture of the NCI-sponsored cancer Biomedical Informatics Grid (caBIG) program. It is designed to support a wide range of use cases in basic, translational, and clinical research, including 1) discovery, 2) integrated and large-scale data analysis, and 3) coordinated study.

MEASUREMENTS

The caGrid is built as a Grid software infrastructure and leverages Grid computing technologies and the Web Services Resource Framework standards. It provides a set of core services, toolkits for the development and deployment of new community provided services, and application programming interfaces for building client applications.

RESULTS

The caGrid 1.0 was released to the caBIG community in December 2006. It is built on open source components and caGrid source code is publicly and freely available under a liberal open source license. The core software, associated tools, and documentation can be downloaded from the following URL: https://cabig.nci.nih.gov/workspaces/Architecture/caGrid.

CONCLUSIONS

While caGrid 1.0 is designed to address use cases in cancer research, the requirements associated with discovery, analysis and integration of large scale data, and coordinated studies are common in other biomedical fields. In this respect, caGrid 1.0 is the realization of a framework that can benefit the entire biomedical community.

摘要

目的

开发软件基础设施,为生物医学研究中各种不同且分散的信息源、分析方法及应用的发现、特征描述、集成访问和管理提供支持。

设计

已开发出一种企业级网格软件基础设施,称为caGrid 1.0版(caGrid 1.0),作为美国国立癌症研究所(NCI)资助的癌症生物医学信息学网格(caBIG)项目的核心网格架构。它旨在支持基础研究、转化研究和临床研究中的广泛用例,包括1)发现,2)集成和大规模数据分析,以及3)协调研究。

衡量标准

caGrid构建为一种网格软件基础设施,并利用网格计算技术和Web服务资源框架标准。它提供了一组核心服务、用于开发和部署新的社区提供服务的工具包,以及用于构建客户端应用程序的应用程序编程接口。

结果

caGrid 1.0于2006年12月发布给caBIG社区。它基于开源组件构建,并且caGrid源代码在宽松的开源许可下可公开免费获取。核心软件、相关工具和文档可从以下网址下载:https://cabig.nci.nih.gov/workspaces/Architecture/caGrid。

结论

虽然caGrid 1.0旨在解决癌症研究中的用例,但与大规模数据的发现、分析和整合以及协调研究相关的要求在其他生物医学领域也很常见。在这方面,caGrid 1.0是一个能使整个生物医学社区受益的框架的实现。