Design of a Health-Data Model and a Query-driven Implementation in Cassandra

被引:0
|
作者
Naguri, Kausik [1 ]
Sil , Poly [2 ]
Mukherjee, Nandini [1 ]
机构
[1] Jadavpur Univ, Dept Comp Sci & Engn, Kolkata, India
[2] Techno India, Dept IT, Kolkata, India
关键词
Big Data; Electronic Health Record; Cloud Computing; Health Sensors;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we studied different issues related to storing and retrieval of health data. A data model is discussed for storing health records keeping in mind popular national and international standards of Electronic Health Records. The data model is then mapped to a big data solution, namely Cassandra. The mapping is done on the basis of a predetermined set of queries. Next, each of the queries is executed with varying datasizes and performance of the queries is observed.
引用
收藏
页码:144 / 148
页数:5
相关论文
共 50 条
  • [31] Extended Risk-Based Monitoring Model, On-Demand Query-Driven Source Data Verification, and Their Economic Impact on Clinical Trial Operations
    Vadim Tantsyura
    Imogene McCanless Dunn
    Joel Waters
    Kaye Fendt
    Yong Joong Kim
    Deborah Viola
    Jules Mitchel
    Therapeutic Innovation & Regulatory Science, 2016, 50 : 115 - 122
  • [32] Constructing Query-Driven Dynamic Machine Learning Model With Application to Protein-Ligand Binding Sites Prediction
    Yu, Dong-Jun
    Hu, Jun
    Li, Qian-Mu
    Tang, Zhen-Min
    Yang, Jing-Yu
    Shen, Hong-Bin
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2015, 14 (01) : 45 - 58
  • [33] QDVGDD: Query-Driven Virtual Grid based Data Dissemination for wireless sensor networks using single mobile sink
    Khan, Abdul Waheed
    Bangash, Javed Iqbal
    Ahmed, Adnan
    Abdullah, Abdul Hanan
    WIRELESS NETWORKS, 2019, 25 (01) : 241 - 253
  • [34] QDVGDD: Query-Driven Virtual Grid based Data Dissemination for wireless sensor networks using single mobile sink
    Abdul Waheed Khan
    Javed Iqbal Bangash
    Adnan Ahmed
    Abdul Hanan Abdullah
    Wireless Networks, 2019, 25 : 241 - 253
  • [35] MACROMOLECULAR QUERY LANGUAGE (MMQL) - PROTOTYPE DATA MODEL AND IMPLEMENTATION
    SHINDYALOV, IN
    CHANG, W
    PU, C
    BOURNE, PE
    PROTEIN ENGINEERING, 1994, 7 (11): : 1311 - 1322
  • [36] Design, implementation, and utilization of a common data model for vehicle health management
    Shawver, Matthew A.
    Hanson, Geoff J.
    Clark, Greg J.
    Gilbertson, Daniel D.
    Kagawa, Aaron A.
    Wang, Jian Shi
    2007 IEEE AEROSPACE CONFERENCE, VOLS 1-9, 2007, : 4147 - 4160
  • [37] Design and JAVA implementation of a area data query tool based on WebGIS
    Liu, En
    Jiang, Li
    Fushun Shiyou Xueyuan Xuebao/Journal of Fushun Petroleum Institute, 2002, 22 (04):
  • [38] Regression tree construction by bootstrap: Model search for DRG-systems applied to Austrian health-data
    Thomas Grubinger
    Conrad Kobel
    Karl-Peter Pfeiffer
    BMC Medical Informatics and Decision Making, 10
  • [39] Implementation design of the ASC data model
    Herrero, J
    Oberdorf, O
    Conroy, M
    McDowell, J
    ASTRONOMICAL DATA ANALYSIS SOFTWARE AND SYSTEMS VI, 1997, 125 : 469 - 472
  • [40] The design and implementation of a digital music library Framework, data model, query language, and indices of HIT-DML
    Wang, Chaokun
    Li, Jianzhong
    Shi, Shengfei
    INTERNATIONAL JOURNAL ON DIGITAL LIBRARIES, 2006, 6 (01) : 82 - 97