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 uses...

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Autores principales:	Pengyuan Wang, Jie Li
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Medicine (General) R5-920 Medical technology R855-855.5
Acceso en línea:	https://doaj.org/article/3c9914ad026e4b4fa7af0a652266e716
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spelling	oai:doaj.org-article:3c9914ad026e4b4fa7af0a652266e7162021-11-29T00:56:28ZImplementation of Real-Time Medical and Health Data Mining System Based on Machine Learning2040-230910.1155/2021/7011205https://doaj.org/article/3c9914ad026e4b4fa7af0a652266e7162021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/7011205https://doaj.org/toc/2040-2309This 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.Pengyuan WangJie LiHindawi LimitedarticleMedicine (General)R5-920Medical technologyR855-855.5ENJournal of Healthcare Engineering, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine (General) R5-920 Medical technology R855-855.5
spellingShingle	Medicine (General) R5-920 Medical technology R855-855.5 Pengyuan Wang Jie Li Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning
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	article
author	Pengyuan Wang Jie Li
author_facet	Pengyuan Wang Jie Li
author_sort	Pengyuan Wang
title	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_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_sort	implementation of real-time medical and health data mining system based on machine learning
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/3c9914ad026e4b4fa7af0a652266e716
work_keys_str_mv	AT pengyuanwang implementationofrealtimemedicalandhealthdataminingsystembasedonmachinelearning AT jieli implementationofrealtimemedicalandhealthdataminingsystembasedonmachinelearning
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Implementation of Real-Time Medical and Health Data Mining System Based on Machine Learning

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