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

To do so, it was necessary to compare the outcome prediction ability of the two types of classifications, but is important to bear in mind that the clustering classification was performed with data from the first 24 h; moreover, clustering classification has fewer patients per group than the classical classification, so differences between groups were less likely to be significant.

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