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ukbiobank

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Reproducible pipeline for unsupervised proteomic clustering in chronic kidney disease using UMAP and Gaussian Mixture Models, with downstream Random Forest and LASSO feature selection, pathway enrichment, and survival analysis to define molecularly distinct CKD endotypes.

  • Updated Jul 1, 2025
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