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Multimedia Technology and Enhanced Learning. 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings

Research Article

Research on Medical Information Processing Based on Data Mining Technology

Cite
BibTeX Plain Text
  • @INPROCEEDINGS{10.1007/978-3-031-18123-8_39,
        author={Zhiying Cao},
        title={Research on Medical Information Processing Based on Data Mining Technology},
        proceedings={Multimedia Technology and Enhanced Learning. 4th EAI International Conference, ICMTEL 2022, Virtual Event, April 15-16, 2022, Proceedings},
        proceedings_a={ICMTEL},
        year={2022},
        month={10},
        keywords={Data mining Data warehouse Medical information processing},
        doi={10.1007/978-3-031-18123-8_39}
    }
    
  • Zhiying Cao
    Year: 2022
    Research on Medical Information Processing Based on Data Mining Technology
    ICMTEL
    Springer
    DOI: 10.1007/978-3-031-18123-8_39
Zhiying Cao1,*
  • 1: The Affiliated Changshu Hospital of Soochow University (Changshu No.1 People’s Hospital), Suzhou
*Contact email: 502921758@qq.com

Abstract

Big data construction has become a national strategic policy, and medical big data related to human health is an important part of it. Data mining uses computers to extract useful information from massive, incomplete, noisy, fuzzy and random data. This paper introduces that data mining technology is divided into association classification rule technology, cluster analysis and rough set theory. As well as the feature pattern polymorphism, data fuzziness, data timing and data redundancy of medical data mining. Data mining architecture is composed of preprocessing module, mining process module, result evaluation module, knowledge guidance module and mining object management module. It is a system integrating information management, retrieval analysis and evaluation, and data warehouse. The application prospect of data mining in medical field is very broad. With the deepening of research, the value of data mining is constantly reflected, which can better serve the public health.

Keywords
Data mining Data warehouse Medical information processing
Published
2022-10-19
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-031-18123-8_39
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