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k-nn graph algorithm  (MetaCell Inc)

 
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    MetaCell Inc k-nn graph algorithm
    K Nn Graph Algorithm, supplied by MetaCell Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/k-nn+algorithm/k+nn+graph+algorithm/pmc11551150-267-5-1
    Average 90 stars, based on 1 article reviews
    k-nn graph algorithm - by Bioz Stars, 2026-09
    90/100 stars

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    other:

    Article Title: BootCellNet, a resampling-based procedure, promotes unsupervised identification of cell populations via robust inference of gene regulatory networks
    Article Snippet: One can also use different smoothing methods, such as k -NN graph-based MetaCell algorithm[ ], or data imputation methods such as MAGIC[ ] and DeepImpute[ ].

    Article Title: BootCellNet, a resampling-based procedure, promotes unsupervised identification of cell populations via robust inference of gene regulatory networks.
    Article Snippet: One can also use different smoothing methods, such as k-NN graph-based MetaCell algorithm[35], or data imputation methods such as MAGIC[36] and DeepImpute[37].

    Article Title: An immunosuppressive subtype of senescent tumor cells predicted worse immunotherapy response in lung adenocarcinoma
    Article Snippet: To address the bias introduced by this heterogeneity when selecting cells for subsequent weighted gene co-expression network analysis (WGCNA) analysis, we employed the non-parametric K-nn graph algorithm implemented in the MetaCell package.

    Article Title: m 5 C related-regulator-mediated methylation modification patterns and prognostic significance in breast cancer
    Article Snippet: The MetaCell method useed the K-nn graph algorithm to divide the scRNA-seq dataset into unconnected and uniform cell groups (metacells) for epithelial and myeloid cells, respectively.



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