Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Papers: 10.1186/s13059-020-02136-7

https://doi.org/10.1186/s13059-020-02136-7

pipeComp, a general framework for the evaluation of computational pipelines, reveals performant single cell RNA-seq preprocessing tools

Cited by: 53
Author(s): Pierre-Luc Germain, Anthony Sonrel, Mark D. Robinson
Published: about 4 years ago

Software Mentions 21

bioconductor: CellBench
Construct Benchmarks for Single Cell Analysis Methods
Papers that mentioned: 7
bioconductor: DESeq2
Differential gene expression analysis based on the negative binomial distribution
Papers that mentioned: 9,583
bioconductor: edgeR
Empirical Analysis of Digital Gene Expression Data in R
Papers that mentioned: 6,568
bioconductor: muscat
Multi-sample multi-group scRNA-seq data analysis tools
Papers that mentioned: 4
bioconductor: pipeComp
pipeComp pipeline benchmarking framework
Papers that mentioned: 1
bioconductor: scater
Single-Cell Analysis Toolkit for Gene Expression Data in R
Papers that mentioned: 79
bioconductor: scDblFinder
scDblFinder
Papers that mentioned: 7
bioconductor: scds
In-Silico Annotation of Doublets for Single Cell RNA Sequencing Data
Papers that mentioned: 7
bioconductor: scran
Methods for Single-Cell RNA-Seq Data Analysis
Papers that mentioned: 113
bioconductor: sva
Surrogate Variable Analysis
Papers that mentioned: 511
cran: DCA
Dynamic Correlation Analysis for High Dimensional Data
Papers that mentioned: 128
cran: drake
A Pipeline Toolkit for Reproducible Computation at Scale
Papers that mentioned: 3
cran: DrImpute
Imputing Dropout Events in Single-Cell RNA-Sequencing Data
Papers that mentioned: 19
cran: glmpca
Dimension Reduction of Non-Normally Distributed Data
Papers that mentioned: 3
cran: intrinsicDimension
Intrinsic Dimension Estimation
Papers that mentioned: 1
cran: sctransform
Variance Stabilizing Transformations for Single Cell UMI Data
Papers that mentioned: 34
cran: Seurat
Tools for Single Cell Genomics
Papers that mentioned: 1,512
pypi: DCA
Count autoencoder for scRNA-seq denoising
Papers that mentioned: 128
pypi: drake
Model-based design and verification for robotics
Papers that mentioned: 3
pypi: glmpca
Generalized PCA for dimension reduction of non-normally distributed data
Papers that mentioned: 3
pypi: pca
pca: A Python Package for Principal Component Analysis.
Papers that mentioned: 60