Intelligent Healthcare Systems Assisted by Data Analytics and Mobile Computing

被引:0
|
作者
Ma, Xiao [1 ]
Wang, Zie [1 ]
Zhou, Sheng [1 ]
Wen, Haoyu [1 ]
Zhang, Yin [1 ]
机构
[1] Zhongnan Univ Econ & Law, Sch Informat & Safety Engn, Wuhan, Hubei, Peoples R China
关键词
healthcare systems; data analytics; mobile computing; BIG-DATA;
D O I
暂无
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
The advances in information technology have facilitated great progress in healthcare technologies in various domains. However, these new technologies have also made healthcare data not only much larger in size but also substantially more difficult to handle and process. Moreover, because the data are created from a variety of devices within a short time span, these data are stored in different formats and created quickly, which can to a large extent be regarded as a big data problem. This paper discusses how to develop intelligent patient-centric healthcare applications and services from the perspectives of mobile computing and big data analytics technologies. This healthcare system consists of a data collection layer with a unified standard, a data management layer for distributed storage and parallel computing, and a data-oriented service layer. Furthermore, various healthcare applications are discussed to show that mobile computing and big data technologies enhance the performance of the system toward improving a humans wellbeing.
引用
收藏
页码:1317 / 1322
页数:6
相关论文
共 50 条
  • [31] Big data analytics enhanced healthcare systems: a review
    Shafqat, Sarah
    Kishwer, Saira
    Rasool, Raihan Ur
    Qadir, Junaid
    Amjad, Tehmina
    Ahmad, Hafiz Farooq
    [J]. JOURNAL OF SUPERCOMPUTING, 2020, 76 (03): : 1754 - 1799
  • [32] A distributed intelligent mobile application for analyzing travel big data analytics
    Visuwasam, L. Maria Michael
    Raj, D. Paul
    [J]. PEER-TO-PEER NETWORKING AND APPLICATIONS, 2020, 13 (06) : 2036 - 2052
  • [33] Special issue on intelligent analytics and management of mobile data and social media
    Wen-Yang Lin
    Hsin-Chang Yang
    Tzung-Pei Hong
    Leon S. L. Wang
    [J]. Soft Computing, 2017, 21 : 4159 - 4160
  • [34] Special issue on intelligent analytics and management of mobile data and social media
    Lin, Wen-Yang
    Yang, Hsin-Chang
    Hong, Tzung-Pei
    Wang, Leon S. L.
    [J]. SOFT COMPUTING, 2017, 21 (15) : 4159 - 4160
  • [35] A distributed intelligent mobile application for analyzing travel big data analytics
    L. Maria Michael Visuwasam
    D. Paul Raj
    [J]. Peer-to-Peer Networking and Applications, 2020, 13 : 2036 - 2052
  • [36] Healthcare data analytics
    Yang, Hui
    Kundakcioglu, O. Erhun
    Zeng, Daniel
    [J]. INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT, 2015, 13 (04) : 595 - 597
  • [37] Intelligent data acquisition and advanced computing systems
    Sachenko, A
    [J]. COMPUTER STANDARDS & INTERFACES, 2002, 24 (02) : 97 - 100
  • [38] Healthcare data analytics
    Ognjanovic, Ivana
    [J]. Studies in Health Technology and Informatics, 2020, 274 : 122 - 135
  • [39] Healthcare data analytics
    Hui Yang
    O. Erhun Kundakcioglu
    Daniel Zeng
    [J]. Information Systems and e-Business Management, 2015, 13 : 595 - 597
  • [40] Adoption of big data and analytics in mobile healthcare market: An economic perspective
    Wu, Jing
    Li, He
    Liu, Ling
    Zheng, Haichao
    [J]. ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2017, 22 : 24 - 41