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Data Aggregation and Analysis: A Grid-Based Approach for Medicine and Biology

机译:数据汇总与分析:医学与生物学网的基于网格方法

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A constantly increasing number of applications from various scientific sectors are finding their way towards adopting Grid technologies in order to take advantage of their capabilities: the advent of Grid environments made feasible the solution of computational intensive problems in a reliable and cost-effective way. In this paper we present a Grid-based approach for aggregation of data that are obtained from various sources (e.g. cameras, sensors) and their analysis with the use of genetic algorithms. By also taking into consideration general historical data and patient-specific medical information, we present the realization of the proposed approach with an application scenario for personalized healthcare and medicine.
机译:来自各种科学部门的不断越来越多的应用程序正在寻找采用电网技术的方法,以利用其能力:网格环境的出现使得可靠和经济高效的方式解决了计算密集型问题的解决方案。在本文中,我们提出了一种基于网格的方法,用于从各种来源(例如摄像机,传感器)获得的数据聚集以及使用遗传算法的分析。通过还考虑到一般历史数据和特定患者的医疗信息,我们展示了拟议方法的实现,以适用于个性化医疗保健和医学的应用方案。

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