HOSPITAL MEDICAL BEHAVIOUR SUPERVISION AND OPERATIONAL EFFICIENCY EVALUATION METHOD BASED BASED ON BIG DATA PLATFORM

被引:0
|
作者
LIU Y.I. [1 ]
ZHANG Y.I. [1 ]
机构
[1] Department of Medical Technology, Chongqing Medical and Pharmaceutical College, Chongqing
来源
Scalable Computing | 2024年 / 25卷 / 03期
关键词
Big Data; Efficiency Evaluation; Medical Behavior;
D O I
10.12694/SCPE.V25I3.2764
中图分类号
学科分类号
摘要
The application of cloud computing and big data core technologies and concepts to medical informatization can improve its flexibility and efficiency, and achieve the overall deployment and intensive management of the system. In the era of big data, the use of information management platform can optimize and standardize clinical diagnosis and treatment process, improve the quality and efficiency of diagnosis and treatment services, and improve the quality and level of scientific research, which meets the requirements of medical reform for fine management of hospitals and precise medical treatment in the era of evidence-based medicine. This paper introduces the development and application of big data analysis in the field of information technology. Through the research on the supervision of hospital medical service behavior, the top-level design is used to standardize the content of medical behavior supervision, and the effectiveness of supervision is discussed to achieve the purpose of reducing clinical paperwork. Based on the needs, the medical service behavior supervision system is proposed and constructed. Strengthen hospital medical behavior supervision through hospital big data analysis and knowledge base system support. This system can provide management with an effective monitoring and management tool, enabling them to promptly identify and solve problems that arise in medical services. By analyzing a large amount of medical data, hospitals can help predict the trend of disease occurrence in advance, thereby taking preventive and control measures in advance, and reducing the occurrence and spread of diseases. Through deep learning and analysis of patient data, personalized treatment plans can be provided for each patient to improve treatment effectiveness. © 2024 SCPE.
引用
收藏
页码:1852 / 1862
页数:10
相关论文
共 50 条
  • [1] HOSPITAL MEDICAL BEHAVIOUR SUPERVISION AND OPERATIONAL EFFICIENCY EVALUATION METHOD BASED BASED ON BIG DATA PLATFORM
    Liu, Yi
    Zhang, Yi
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (03): : 1852 - 1862
  • [2] Operational Reliability Evaluation Method Based on Big Data Technology
    Hu, Lijuan
    Liu, Ke-yan
    Diao, Yinglong
    Meng, Xiaoli
    Sheng, Wanxing
    2016 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY PROCEEDINGS - CYBERC 2016, 2016, : 341 - 344
  • [3] Design of data aggregation platform based on medical health big data
    Cai, Yi
    Ouyang, Fanxian
    Zhang, Yijin
    Huang, Yusheng
    Chen, Jiegui
    Liu, Huazhang
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 57 - 58
  • [4] Anti-monopoly supervision model of platform economy based on big data and sentiment
    Liu, Sihan
    FRONTIERS IN PSYCHOLOGY, 2022, 13
  • [5] MEDICAL SIMULATION METHOD BASED ON EMPIRICAL BIG DATA
    Zhu, D. J.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2016, 118 : 101 - 101
  • [6] Architecture Design of Distributed Medical Big Data Platform Based on Spark
    Tu, Yongqiu
    Lu, Yiqiang
    Chen, Guohua
    Zhao, Jie
    Yi, Faling
    PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019), 2019, : 682 - 685
  • [7] Smart Medical Big Data Platform Based on Distributed File System
    Cai, Yonghua
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 127 : 111 - 111
  • [8] Understanding urban hospital bypass behaviour based on big trace data
    Gao, Jie
    Yang, Xue
    Tang, Luliang
    Ren, Chang
    Zhang, Xia
    Li, Qingquan
    CITIES, 2020, 103
  • [9] Efficiency evaluation based on data envelopment analysis in the big data context
    Zhu, Qingyuan
    Wu, Jie
    Song, Malin
    COMPUTERS & OPERATIONS RESEARCH, 2018, 98 : 291 - 300
  • [10] RESEARCH ON HOSPITAL MEDICAL BIG DATA INFORMATION SYSTEM BASED ON DATA MINING
    Deng, B.
    Yan, G. Q.
    Guo, Y. H.
    Wu, L. G.
    Wang, R.
    Wu, C. B.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 122 : 34 - 34