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scds

In-Silico Annotation of Doublets for Single Cell RNA Sequencing Data

Bioconductor version: 3.23 · Package version: 2.0.0

In single cell RNA sequencing (scRNA-seq) data combinations of cells are sometimes considered a single cell (doublets). The scds package provides methods to annotate doublets in scRNA-seq data computationally.

Installation

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

BiocManager::install("scds")

Details

MaintainerDennis Kostka <kostka@pitt.edu>
AuthorDennis Kostka [aut, cre], Bais Abha [aut]
LicenseMIT + file LICENSE
Downloads rank988
Source branchRELEASE_3_23
biocViewsClassification, GeneExpression, Preprocessing, QualityControl, RNASeq, Sequencing, SingleCell, Software, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 3.6.0)

Imports: Matrix, S4Vectors, SingleCellExperiment, SummarizedExperiment, xgboost, methods, stats, dplyr, pROC

Suggests: BiocStyle, knitr, rsvd, Rtsne, scater, cowplot, rmarkdown

Reverse dependencies

Imports Me (1): singleCellTK

Suggests Me (2): ExperimentSubset, muscData