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scIRT: Imputation and Dimensionality Reduction for Single-Cell RNA-Seq Data by Combining NMF with SMOTE.

Int J Mol Sci · 2026 · PMC12897353 · PMID 41683604

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a decreasing trendno p-value reported
For the DBI metric, the curves of different tools generally show a decreasing trend as the sample size decreases, with the curves of NMF and scIRT showing an especially obvious monotonous decrease.

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