Figure 1 (IMAGE)

Houston Methodist

Figure 1

Caption

Study procedure flow chart. After patients with bloodstream infection (BSI) were identified from microbiology databases, 27 patients' characteristics were extracted from electronic health records. After the dimension of those variables was reduced with Uniform Manifold Approxi mation and Projection (UMAP), k-means++ was used to identify clusters. We identified 3 clinically distinct clusters that were identified. Among those clusters, patients were divided into solid organ transplant (SOT) and non-SOT groups. Clinical characteristics and outcomes were evaluated.

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American Journal of Transplantation

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