摘要
目的:构建精准医学大数据平台,以有效解决临床数据和组学数据难以融合融通带来的问题。方法:对精准医学大数据平台建设内容进行分析,明确其技术路线,利用分布式存储和Hadoop技术以及影像融合分析、基因变异点比对等手段设计技术架构,并对关键技术难点进行相应论述。结果:针对精准医学大数据平台信息获取、存储、处理与分析、基础平台及应用等方面,提出了精准医学大数据平台的解决方案。结论:该平台为实现精准医学大数据协作网络及临床诊疗研究提供了技术支撑,具有实际应用价值。
Objective To establish an accurate big data platform to solve the problems due to the fusion of clinical data and genomics data. Methods The contents and technology roadmap were analyzed for establishing the accurate big data platform.The platform had its technology architecture designed with distributed memory, Hadoop technology, image fusion analysis,gene mutation point comparison and etc, and the difficulties in key technologies were discussed. Results A solution of accurate big data platform was put forward for information acquisition, storage, processing and analysis as well as infrastructure, application and etc. Conclusion The platform is of practical values for fulfilling big data network of precision medicine and research on clinical diagnosis and treatment.
出处
《医疗卫生装备》
CAS
2017年第8期41-46,共6页
Chinese Medical Equipment Journal
