Proceedings of the 2024 International Conference on Artificial Intelligence and Communication (ICAIC 2024)

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Research on the Application of Data Mining in the Medical Field

Authors
Yishan Liang1, *
1The School of Computer Science and Technology at Chongqing University of Posts and Telecommunications, Chongqing, 400065, China
*Corresponding author. Email: 2021212083@stu.cqupt.edu.cn
Corresponding Author
Yishan Liang
Available Online 23 September 2024.
DOI
10.2991/978-94-6463-512-6_30How to use a DOI?
Keywords
Data mining; Clinical medicine; Machine learning; Medical management
Abstract

Currently, there is a growing demand for the healthcare industry in society, generating vast amounts of complex data that are difficult for humans to process. Therefore, relying on data mining technology to analyze data can help the development of the medical field. This paper discusses the application of data mining in the medical field. Regarding data mining techniques, this paper references several articles to identify commonly used data mining algorithms. In the healthcare domain, concerning medical management and resource allocation, this paper refers to hospital management cases and analyzes the specific applications of data mining technology in hospital business, cost-effectiveness, and optimization of hospital resource allocation. For clinical medical diagnosis, this paper references some highly completed medical data mining models and analyzes their specific applications in predicting diseases, assisting clinical diagnosis, and treatment, thereby improving the accuracy and efficiency of clinical treatment. Finally, based on existing research, the paper proposes suggestions for the development of data mining in the medical field application.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2024 International Conference on Artificial Intelligence and Communication (ICAIC 2024)
Series
Advances in Intelligent Systems Research
Publication Date
23 September 2024
ISBN
978-94-6463-512-6
ISSN
1951-6851
DOI
10.2991/978-94-6463-512-6_30How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Yishan Liang
PY  - 2024
DA  - 2024/09/23
TI  - Research on the Application of Data Mining in the Medical Field
BT  - Proceedings of the 2024 International Conference on Artificial Intelligence and Communication (ICAIC 2024)
PB  - Atlantis Press
SP  - 268
EP  - 275
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-512-6_30
DO  - 10.2991/978-94-6463-512-6_30
ID  - Liang2024
ER  -