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Cluster-based analysis of COVID-19 cases using self-organizing map neural network and K-means methods to improve medical decision-making

In this study, we utilized unsupervised machine learning techniques to examine the relationship between different symptoms in cases who died of COVID-19 and cases who recovered from it. First, our data was cleared of redundancies, and the ten most important variables were selected using a filter-bas...

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Detalles Bibliográficos
Autores principales: Ilbeigipour, Sadegh, Albadvi, Amir, Akhondzadeh Noughabi, Elham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Author(s). Published by Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254458/
https://www.ncbi.nlm.nih.gov/pubmed/35813016
http://dx.doi.org/10.1016/j.imu.2022.101005