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ClusterFoldSimilarity

Calculate similarity of clusters from different single cell samples using foldchanges

Bioconductor version: 3.23 · Package version: 1.8.0

This package calculates a similarity coefficient using the fold changes of shared features (e.g. genes) among clusters of different samples/batches/datasets. The similarity coefficient is calculated using the dot-product (Hadamard product) of every pairwise combination of Fold Changes between a source cluster i of sample/dataset n and all the target clusters j in sample/dataset m

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("ClusterFoldSimilarity")

Details

MaintainerOscar Gonzalez-Velasco <oscargvelasco@gmail.com>
AuthorOscar Gonzalez-Velasco [cre, aut] (ORCID: <https://orcid.org/0000-0002-5054-8635>)
LicenseArtistic-2.0
Downloads rank189
Source branchRELEASE_3_23
biocViewsClustering, FeatureExtraction, GeneTarget, GraphAndNetwork, RNASeq, SingleCell, Software

Documentation

Download

Dependencies

Imports: methods, igraph, ggplot2, scales, BiocParallel, graphics, stats, utils, Matrix, cowplot, dplyr, reshape2, Seurat, SeuratObject, SingleCellExperiment, ggdendro

Suggests: knitr, rmarkdown, kableExtra, scRNAseq, BiocStyle