临床研究和患者护理的生物医学大数据:语义计算的作用

S. Sahoo
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引用次数: 4

摘要

医疗保健数据集的特点越来越大,生成速度快,需要实时分析(速度)和多样性。这些数据集通常被称为生物医学大数据,包括多模态电生理信号和电子健康记录。在这次演讲中,我们将重点关注与信号数据管理相关的计算挑战以及语义计算在解决这些挑战中的作用。我们描述了一个名为cloud wave的云计算平台,该平台已被开发用于有效管理癫痫临床研究和患者护理的电生理大数据。
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Biomedical Big Data for Clinical Research and Patient Care: Role of Semantic Computing
Healthcare datasets are increasingly characterized by large volume, high rate of generation and need for real time analysis (velocity), and variety. These datasets are often termed biomedical big data and include multi-modal electrophysiological signals and electronic health records. In this talk, we focus on the computational challenges associated with signal data management and the role of semantic computing in addressing these challenges. We describe a cloud computing platform called Cloud wave that has been developed to effectively manage electrophysiological big data for epilepsy clinical research and patient care.
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