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Healthcare Information System Architecture Design Based on Big Data

机译:基于大数据的医疗保健信息系统架构设计

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The rapid development of medical information leads to the exponential increase of medical data. Medical big data has brought huge pressure to the existing hospital information systems. With the emerging of various kinds of unstructured data, the existing medical information system fails to meet the requirements of large data in storage space, storage speed, and storage structure, so it has to partially discard data, resulting in the loss of valuable medical data. However, the data integrity of the existing system is not enough, and the data processing speed is slow, hence it is obviously unable to meet the needs of users on data processing efficiency. Based on this, this paper puts forward the structure of intelligent medical system for large data, and analyzes the infrastructure layer, the information processing layer and the service provider layer of the three aspects.
机译:医疗信息的快速发展导致医疗数据的指数增加。医疗大数据为现有医院信息系统带来了巨大压力。随着各种非结构化数据的新兴,现有的医疗信息系统未能满足存储空间,存储速度和存储结构中大数据的要求,因此它必须部分丢弃数据,从而导致有价值的医疗数据。但是,现有系统的数据完整性是不够的,数据处理速度很慢,因此显然无法满足用户对数据处理效率的需求。基于此,本文提出了大数据的智能医疗系统的结构,并分析了三个方面的基础设施层,信息处理层和服务提供商层。

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