K-Means Clustering for Shock Classification in Pediatric Intensive Care Units

K-Means Clustering for Shock Classification in Pediatric Intensive Care Units

Shock is described as an inadequate oxygen supply to the tissues and can be classified in multiple ways. In clinical practice still, old methods are used to discriminate these shock types. This article proposes the application of unsupervised classification methods for the stratification of these pa...

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Bibliographic Details
Main Authors: María Rollán-Martínez-Herrera, Jon Kerexeta-Sarriegi, Javier Gil-Antón, Javier Pilar-Orive, Iván Macía-Oliver
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Diagnostics
Subjects:
shock
pediatric
unsupervised learning
k-means
stratification
Online Access:https://www.mdpi.com/2075-4418/12/8/1932

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