Using data mining techniques deep analysis and theoretical investigation of COVID-19 pandemic.

Analysis Clustering Data mining K-means Reported cases

Journal

Measurement. Sensors
ISSN: 2665-9174
Titre abrégé: Measur Sens
Pays: England
ID NLM: 9918506286206676

Informations de publication

Date de publication:
Jun 2023
Historique:
received: 29 12 2022
revised: 21 01 2023
accepted: 09 03 2023
entrez: 22 3 2023
pubmed: 23 3 2023
medline: 23 3 2023
Statut: ppublish

Résumé

This study uses K-Means Clustering to analyze Corona-Virus Diseases (Covid-19). Data mining in medicine has generated novel approaches to examine diseases. Coronavirus is difficult to treat because of its intricate structure, shape, and texture. Due to data mining improvements, the K-Means approach has been developed for evaluating covid-19. Observe the outbreak's evolution, including its peak, and containment measures. A basic K-Means model is used to simulate Coronavirus's prevalence in Iraq. Pandemic-prevention efforts may slow its spread. If inhibition grows to 50%, Iraq will have 500,000 patients by year's end. If precautions were halved, the number would top 1 million. If we abandon all measures, the sickness will worsen. In that case, 55% of the population may be affected by the end of the month. This number will drop after September.

Identifiants

pubmed: 36945699
doi: 10.1016/j.measen.2023.100747
pii: S2665-9174(23)00083-1
pmc: PMC10017173
doi:

Types de publication

Journal Article

Langues

eng

Pagination

100747

Informations de copyright

© 2023 The Authors.

Déclaration de conflit d'intérêts

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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Auteurs

Atheer Y O Allmuttar (AYO)

Department of Computer Sciences, College of Education for Pure Science, University of Thi-Qar, Iraq.
Al-Ayen University, Thi-Qar, Iraq.

Sarmad K D Alkhafaji (SKD)

Department of Computer Sciences, College of Education for Pure Science, University of Thi-Qar, Iraq.

Classifications MeSH