Secure medical;
Big data;
Block chain;
Health data;
Hadoop;
PSO;
D O I:
10.1186/s13638-020-01858-3
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
In order to improve the intelligence of the medical system, this paper designs and implements a secure medical big data ecosystem on top of the Hadoop big data platform. It is designed against the background of the increasingly serious trend of the current security medical big data ecosystem. In order to improve the efficiency of traditional medical rehabilitation activities and enable patients to maximize their understanding of their treatment status, this paper designs a personalized health information system that allows patient users to understand their treatment and rehabilitation status anytime and anywhere, and all medical health data distributed in different independent medical institutions to ensure that these data are stored independently. As a distributed accounting technology for multi-party maintenance and backup information security, blockchain is a good breakthrough point for innovation in medical data sharing. In this paper, the system realizes the personal health data centre on the Hadoop big data platform, and the original distributed data are stored and analyzed centrally through the data synchronization module and the independent data acquisition system. Utilizing the advantages of the Hadoop big data platform, the personalized health information system for stroke has designed to provide personalized health management services for patients and facilitate the management of patients by medical staff.
机构:
Yancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R ChinaYancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R China
Zhang, Lu
Zhao, Dong
论文数: 0引用数: 0
h-index: 0
机构:
Southern Chongqing Reg Co Country Garden Holdings, China Resources Bldg, Chongqing 400050, Peoples R ChinaYancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R China
Zhao, Dong
Li, Siheng
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h-index: 0
机构:
Inst Educ & Econ Res, Univ Int Business & Econ, Beijing 100029, Peoples R ChinaYancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R China
Li, Siheng
Xiao, Han
论文数: 0引用数: 0
h-index: 0
机构:
Suzhou Univ, Suzhou, Peoples R ChinaYancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R China
Xiao, Han
Bu, Jianjun
论文数: 0引用数: 0
h-index: 0
机构:
Shanxi Univ, Taiyuan, Peoples R ChinaYancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R China
Bu, Jianjun
White, Marvin
论文数: 0引用数: 0
h-index: 0
机构:
Southern Univ & A&M Coll, Dept Informat Engn, Baton Rouge, LA USAYancheng Inst Univ, Sch Econ & Management, Yancheng 224007, Jiangsu, Peoples R China