DM/sup 2/: a distributed medical data manager for grids

H. Duque, J. Montagnat, J. Pierson, L. Brunie, I. Magnin
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引用次数: 13

Abstract

Medical data represent tremendous amount of data for which automatic analysis is increasingly needed. Grids are very promising to face today's challenging health issues such as epidemiological studies through large image data sets. However, the sensitive nature of medical data makes it difficult to widely distribute medical applications over computational grids. In this paper, we review fundamental medical data manipulation requirements and we propose a distributed data management architecture that addresses the medical data security and high performance constraints. A prototype is currently being developed inside our laboratories to demonstrate the architecture capability to face realistic distributed medical data manipulation situations.
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DM/sup 2/:用于网格的分布式医疗数据管理器
医疗数据代表了大量的数据,越来越需要对这些数据进行自动分析。网格非常有希望面对当今具有挑战性的健康问题,例如通过大型图像数据集进行流行病学研究。然而,医疗数据的敏感性使得在计算网格上广泛分布医疗应用变得困难。在本文中,我们回顾了基本的医疗数据操作需求,并提出了一种分布式数据管理架构,以解决医疗数据安全和高性能约束。我们的实验室目前正在开发一个原型,以演示该架构面对现实的分布式医疗数据操作情况的能力。
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