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基于网格的医学软件的工程经验。

Experiences of engineering Grid-based medical software.

作者信息

Estrella F, Hauer T, McClatchey R, Odeh M, Rogulin D, Solomonides T

机构信息

Centre for Complex Cooperative Systems, CEMS Faculty, University of West of England, Coldharbour Lane, Frenchay, Bristol BS16 1QY, United Kingdom.

出版信息

Int J Med Inform. 2007 Aug;76(8):621-32. doi: 10.1016/j.ijmedinf.2006.05.005. Epub 2006 Jun 19.

Abstract

OBJECTIVES

Grid-based technologies are emerging as potential solutions for managing and collaborating distributed resources in the biomedical domain. Few examples exist, however, of successful implementations of Grid-enabled medical systems and even fewer have been deployed for evaluation in practice. The objective of this paper is to evaluate the use in clinical practice of a Grid-based imaging prototype and to establish directions for engineering future medical Grid developments and their subsequent deployment.

METHOD

The MammoGrid project has deployed a prototype system for clinicians using the Grid as its information infrastructure. To assist in the specification of the system requirements (and for the first time in healthgrid applications), use-case modelling has been carried out in close collaboration with clinicians and radiologists who had no prior experience of this modelling technique. A critical qualitative and, where possible, quantitative analysis of the MammoGrid prototype is presented leading to a set of recommendations from the delivery of the first deployed Grid-based medical imaging application.

RESULTS

We report critically on the application of software engineering techniques in the specification and implementation of the MammoGrid project and show that use-case modelling is a suitable vehicle for representing medical requirements and for communicating effectively with the clinical community. This paper also discusses the practical advantages and limitations of applying the Grid to real-life clinical applications and presents the consequent lessons learned.

CONCLUSIONS

The work presented in this paper demonstrates that given suitable commitment from collaborating radiologists it is practical to deploy in practice medical imaging analysis applications using the Grid but that standardization in and stability of the Grid software is a necessary pre-requisite for successful healthgrids. The MammoGrid prototype has therefore paved the way for further advanced Grid-based deployments in the medical and biomedical domains.

摘要

目标

基于网格的技术正在成为生物医学领域管理和协作分布式资源的潜在解决方案。然而,成功实现启用网格的医疗系统的例子很少,实际部署用于评估的更是少之又少。本文的目的是评估基于网格的成像原型在临床实践中的应用,并为未来医学网格开发及其后续部署的工程化确定方向。

方法

MammoGrid项目为临床医生部署了一个以网格作为信息基础设施的原型系统。为了协助确定系统需求(这在健康网格应用中尚属首次),与此前没有这种建模技术经验的临床医生和放射科医生密切合作,开展了用例建模。本文对MammoGrid原型进行了关键的定性分析,并在可能的情况下进行了定量分析,从而从首个已部署的基于网格的医学成像应用的交付中得出了一系列建议。

结果

我们批判性地报告了软件工程技术在MammoGrid项目的规范和实施中的应用,并表明用例建模是表示医学需求以及与临床群体有效沟通的合适工具。本文还讨论了将网格应用于实际临床应用的实际优势和局限性,并介绍了由此获得的经验教训。

结论

本文介绍的工作表明,在合作的放射科医生给予适当支持的情况下,使用网格在实践中部署医学成像分析应用是可行的,但网格软件的标准化和稳定性是成功的健康网格的必要先决条件。因此,MammoGrid原型为医学和生物医学领域进一步基于网格的高级部署铺平了道路。

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