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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...

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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
Descripción
Sumario: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.