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:
Jining Med Univ, ENT Dept, Affiliated Huxi Hosp, Heze 274000, Shandong, Peoples R ChinaJining Med Univ, ENT Dept, Affiliated Huxi Hosp, Heze 274000, Shandong, Peoples R China
Zhao, Juan
Zhao, Xuxia
论文数: 0引用数: 0
h-index: 0
机构:
Dongying Peoples Hosp, Dept Pharm, Dongying 257091, Shandong, Peoples R ChinaJining Med Univ, ENT Dept, Affiliated Huxi Hosp, Heze 274000, Shandong, Peoples R China
Zhao, Xuxia
Sun, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Cent Hosp, Urol Surg, Qingdao 266001, Shandong, Peoples R ChinaJining Med Univ, ENT Dept, Affiliated Huxi Hosp, Heze 274000, Shandong, Peoples R China
机构:
Hebei Univ Engn, Gen Surg, Affiliated Hosp, Handan 056002, Hebei, Peoples R ChinaHebei Univ Engn, Gen Surg, Affiliated Hosp, Handan 056002, Hebei, Peoples R China
Han, Yanzhen
Zhou, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Hebei Univ Engn, Med Coll, Handan 056002, Hebei, Peoples R ChinaHebei Univ Engn, Gen Surg, Affiliated Hosp, Handan 056002, Hebei, Peoples R China
Zhou, Yan
Shan, Tieying
论文数: 0引用数: 0
h-index: 0
机构:
Hebei Univ Engn, Med Coll, Handan 056002, Hebei, Peoples R ChinaHebei Univ Engn, Gen Surg, Affiliated Hosp, Handan 056002, Hebei, Peoples R China
Shan, Tieying
Li, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Hebei Univ Engn, Int Exchange Coll, Handan 056002, Hebei, Peoples R ChinaHebei Univ Engn, Gen Surg, Affiliated Hosp, Handan 056002, Hebei, Peoples R China
Li, Wei
Liu, Haiping
论文数: 0引用数: 0
h-index: 0
机构:
Handan Cent Hosp, Gen Surg, Handan 056002, Hebei, Peoples R ChinaHebei Univ Engn, Gen Surg, Affiliated Hosp, Handan 056002, Hebei, Peoples R China
机构:
Zhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Guangdong Qinzhi Sci & Technol Res Inst, Hengqin New Area, Peoples R China
City Univ Macau, Macau, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Li, Daming
Liu, Wenjian
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Macau, Macau, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Liu, Wenjian
Deng, Lianbing
论文数: 0引用数: 0
h-index: 0
机构:
Zhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Guangdong Qinzhi Sci & Technol Res Inst, Hengqin New Area, Peoples R China
Huazhong Univ Sci & Technol, Wuhan, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Deng, Lianbing
Qin, Bin
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Macau, Macau, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Qin, Bin
[J].
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES,
2021,
32
(02):