Medical and Health Data Classification Method Based on Machine Learning

The information defined in medical health data is researched based on machine learning-related algorithms. Also, this paper used random forest and other related algorithms to perform health data training and fitting. Research shows that the algorithm proposed in the paper can improve the progress of...

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Detalles Bibliográficos
Autores principales: Zeng, Yu, Cheng, Fuchao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8610658/
https://www.ncbi.nlm.nih.gov/pubmed/34824763
http://dx.doi.org/10.1155/2021/2722854
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author Zeng, Yu
Cheng, Fuchao
author_facet Zeng, Yu
Cheng, Fuchao
author_sort Zeng, Yu
collection PubMed
description The information defined in medical health data is researched based on machine learning-related algorithms. Also, this paper used random forest and other related algorithms to perform health data training and fitting. Research shows that the algorithm proposed in the paper can improve the progress of health data classification. The algorithm can provide technical support for the improvement of medical data classification.
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spelling pubmed-86106582021-11-24 Medical and Health Data Classification Method Based on Machine Learning Zeng, Yu Cheng, Fuchao J Healthc Eng Research Article The information defined in medical health data is researched based on machine learning-related algorithms. Also, this paper used random forest and other related algorithms to perform health data training and fitting. Research shows that the algorithm proposed in the paper can improve the progress of health data classification. The algorithm can provide technical support for the improvement of medical data classification. Hindawi 2021-11-16 /pmc/articles/PMC8610658/ /pubmed/34824763 http://dx.doi.org/10.1155/2021/2722854 Text en Copyright © 2021 Yu Zeng and Fuchao Cheng. 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
Zeng, Yu
Cheng, Fuchao
Medical and Health Data Classification Method Based on Machine Learning
title Medical and Health Data Classification Method Based on Machine Learning
title_full Medical and Health Data Classification Method Based on Machine Learning
title_fullStr Medical and Health Data Classification Method Based on Machine Learning
title_full_unstemmed Medical and Health Data Classification Method Based on Machine Learning
title_short Medical and Health Data Classification Method Based on Machine Learning
title_sort medical and health data classification method based on machine learning
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8610658/
https://www.ncbi.nlm.nih.gov/pubmed/34824763
http://dx.doi.org/10.1155/2021/2722854
work_keys_str_mv AT zengyu medicalandhealthdataclassificationmethodbasedonmachinelearning
AT chengfuchao medicalandhealthdataclassificationmethodbasedonmachinelearning

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