Fig. 2.
Uniform Manifold Approximation and Projection (UMAP) captures analyte-level variation in basic metabolic panels (BMP). Each facet presents the original patient manifold colored by the normalized value of that analyte in the BMP. Extreme results tend to cluster along the outlier projections, with each set of outliers displaying a unique signature.

Uniform Manifold Approximation and Projection (UMAP) captures analyte-level variation in basic metabolic panels (BMP). Each facet presents the original patient manifold colored by the normalized value of that analyte in the BMP. Extreme results tend to cluster along the outlier projections, with each set of outliers displaying a unique signature.

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