癌症研究的模型驱动架构

R. Calinescu, Steve Harris, J. Gibbons, J. Davies, I. Toujilov, S. Nagl
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引用次数: 16

摘要

对于研究项目来说,使用临时信息系统收集和分析有价值的数据是一种普遍现象。这些构建成本很高的系统通常由相同模块的不兼容变体组成,并且以阻止跨类似项目进行有意义的结果分析的方式记录数据。我们提出了一个框架,该框架结合了形式化方法、模型驱动开发和面向服务的体系结构(SOA)技术,以自动生成癌症临床试验研究的数据管理系统,这是一个特别受这些问题影响的领域。该框架生成的SOA解决方案基于癌症临床试验的信息模型,并包含用于收集和分析临床试验边界内和跨临床试验边界的癌症研究数据的组件。虽然主要针对癌症研究,我们的方法很容易适用于其他领域,为类似的信息模型是可用的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-driven architecture for cancer research
It is a common phenomenon for research projects to collect and analyse valuable data using ad-hoc information systems. These costly-to-build systems are often composed of incompatible variants of the same modules, and record data in ways that prevent any meaningful result analysis across similar projects. We present a framework that uses a combination of formal methods, model-driven development and service-oriented architecture (SOA) technologies to automate the generation of data management systems for cancer clinical trial research, an area particularly affected by these problems. The SOA solution generated by the framework is based on an information model of a cancer clinical trial, and comprises components for both the collection and analysis of cancer research data, within and across clinical trial boundaries. While primarily targeted at cancer research, our approach is readily applicable to other areas for which a similar information model is available.
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