Cargando…

Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning

This article analyzes the application process of data mining technology in the medical and health management system and uses machine learning algorithms to design a medical and health data mining system. The system collects patient's physical health data based on wireless sensing technology and...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Pengyuan, Li, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626197/
https://www.ncbi.nlm.nih.gov/pubmed/34840702
http://dx.doi.org/10.1155/2021/7011205
_version_ 1784606602676928512
author Wang, Pengyuan
Li, Jie
author_facet Wang, Pengyuan
Li, Jie
author_sort Wang, Pengyuan
collection PubMed
description This article analyzes the application process of data mining technology in the medical and health management system and uses machine learning algorithms to design a medical and health data mining system. The system collects patient's physical health data based on wireless sensing technology and uses machine learning algorithms to analyze the data. The system uploads the collected health data to the system for cluster analysis. Finally, the method is applied to the diagnosis data mining of patients, so as to prove the effectiveness of the classification method in the medical field through examples.
format Online
Article
Text
id pubmed-8626197
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-86261972021-11-27 Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning Wang, Pengyuan Li, Jie J Healthc Eng Research Article This article analyzes the application process of data mining technology in the medical and health management system and uses machine learning algorithms to design a medical and health data mining system. The system collects patient's physical health data based on wireless sensing technology and uses machine learning algorithms to analyze the data. The system uploads the collected health data to the system for cluster analysis. Finally, the method is applied to the diagnosis data mining of patients, so as to prove the effectiveness of the classification method in the medical field through examples. Hindawi 2021-11-19 /pmc/articles/PMC8626197/ /pubmed/34840702 http://dx.doi.org/10.1155/2021/7011205 Text en Copyright © 2021 Pengyuan Wang and Jie Li. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Pengyuan
Li, Jie
Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
title Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
title_full Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
title_fullStr Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
title_full_unstemmed Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
title_short Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
title_sort implementation of real-time medical and health data mining system based on machine learning
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626197/
https://www.ncbi.nlm.nih.gov/pubmed/34840702
http://dx.doi.org/10.1155/2021/7011205
work_keys_str_mv AT wangpengyuan implementationofrealtimemedicalandhealthdataminingsystembasedonmachinelearning
AT lijie implementationofrealtimemedicalandhealthdataminingsystembasedonmachinelearning