摘要
医疗数据属于大数据的一种,具有数据量大、增长迅速、多模态、高价值、重隐私等特点。针对医疗数据特点,如何对其进行统一、高效的组织管理是目前重要的研究方向。为此,通过阐述医疗数据特点,分析其存储需求,梳理分布式系统和非关系型数据库在医疗数据存储领域的应用现状,综合分析了未来医疗数据待解决的关键核心问题,旨在探讨效率高、响应快的医疗数据存储方案。
Medical data is a type of big data,which has the characteristics of large data volume,rapid growth,multi-modality,high value,and emphasis on privacy.According to the characteristics of medical data,how to organize and manage it uniformly and efficiently is an impor⁃tant research direction at present.Therefore,by expounding the characteristics of medical data,analyzing its storage requirements,combing the application status of distributed system and non relational database in the field of medical data storage,this paper comprehensively analyz⁃es the key core problems to be solved in the future,in order to explore the medical data storage scheme with high efficiency and fast response.
作者
朱承璋
刘梓汐
李文静
肖亚龙
王晗
ZHU Cheng-zhang;LIU Zi-xi;LI Wen-jing;XIAO Ya-long;WANG Han(School of Computer Science,Central South University;School of Literature and Journalism,Central South University;Mo-bile Medical Ministry of Education-China Mobile Joint Laboratory,Changsha 410083,China;Hunan Provincial People's Hospi-tal(The First Affiliated Hospital of Hunan Normal University),Changsha 410005,China)
出处
《软件导刊》
2022年第4期7-12,共6页
Software Guide
基金
科技创新2030—“新一代人工智能”重大项目(2018AAA0102100)
湖南省高新技术产业科技创新引领计划(2020GK2021)
国家自然科学基金项目(61902434)
湖南省自然科学项目(2019JJ50826)
湖南省机器视觉与医疗图像处理国际科技创新合作基地(2021CB1013)
湖南省临床医疗技术创新引导项目(2020SK50910)。
