Cargando…

Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response

In the past few years, big data related to healthcare has become more important, due to the abundance of data, the increasing cost of healthcare, and the privacy of healthcare. Create, analyze, and process large and complex data that cannot be processed by traditional methods. The proposed method is...

Descripción completa

Detalles Bibliográficos
Autores principales: Al-Khasawneh, Mahmoud Ahmad, Bukhari, Amal, Khasawneh, Ahmad M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890881/
https://www.ncbi.nlm.nih.gov/pubmed/35251298
http://dx.doi.org/10.1155/2022/6927170
_version_ 1784661744848732160
author Al-Khasawneh, Mahmoud Ahmad
Bukhari, Amal
Khasawneh, Ahmad M.
author_facet Al-Khasawneh, Mahmoud Ahmad
Bukhari, Amal
Khasawneh, Ahmad M.
author_sort Al-Khasawneh, Mahmoud Ahmad
collection PubMed
description In the past few years, big data related to healthcare has become more important, due to the abundance of data, the increasing cost of healthcare, and the privacy of healthcare. Create, analyze, and process large and complex data that cannot be processed by traditional methods. The proposed method is based on classifying data into several classes using the data weight derived from the features extracted from the big data. Three important criteria were used to evaluate the study as well as to benchmark the current study with previous studies using a standard dataset.
format Online
Article
Text
id pubmed-8890881
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-88908812022-03-03 Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response Al-Khasawneh, Mahmoud Ahmad Bukhari, Amal Khasawneh, Ahmad M. Comput Math Methods Med Research Article In the past few years, big data related to healthcare has become more important, due to the abundance of data, the increasing cost of healthcare, and the privacy of healthcare. Create, analyze, and process large and complex data that cannot be processed by traditional methods. The proposed method is based on classifying data into several classes using the data weight derived from the features extracted from the big data. Three important criteria were used to evaluate the study as well as to benchmark the current study with previous studies using a standard dataset. Hindawi 2022-02-23 /pmc/articles/PMC8890881/ /pubmed/35251298 http://dx.doi.org/10.1155/2022/6927170 Text en Copyright © 2022 Mahmoud Ahmad Al-Khasawneh et al. 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
Al-Khasawneh, Mahmoud Ahmad
Bukhari, Amal
Khasawneh, Ahmad M.
Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response
title Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response
title_full Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response
title_fullStr Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response
title_full_unstemmed Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response
title_short Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response
title_sort effective of smart mathematical model by machine learning classifier on big data in healthcare fast response
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890881/
https://www.ncbi.nlm.nih.gov/pubmed/35251298
http://dx.doi.org/10.1155/2022/6927170
work_keys_str_mv AT alkhasawnehmahmoudahmad effectiveofsmartmathematicalmodelbymachinelearningclassifieronbigdatainhealthcarefastresponse
AT bukhariamal effectiveofsmartmathematicalmodelbymachinelearningclassifieronbigdatainhealthcarefastresponse
AT khasawnehahmadm effectiveofsmartmathematicalmodelbymachinelearningclassifieronbigdatainhealthcarefastresponse