This is the development version of smoothclust; for the stable release version, see smoothclust.
smoothclustBioconductor version: Development (3.22)
Method for segmentation of spatial domains and spatially-aware clustering in spatial transcriptomics data. The method generates spatial domains with smooth boundaries by smoothing gene expression profiles across neighboring spatial locations, followed by unsupervised clustering. Spatial domains consisting of consistent mixtures of cell types may then be further investigated by applying cell type compositional analyses or differential analyses.
Author: Lukas M. Weber [aut, cre] ORCID: 0000-0002-3282-1730
Maintainer: Lukas M. Weber <lmweb012 at gmail.com>
Citation (from within R, entercitation("smoothclust")
): Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("smoothclust")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("smoothclust")
Details biocViews Clustering, GeneExpression, SingleCell, Software, Spatial, Transcriptomics Version 1.5.1 In Bioconductor since BioC 3.19 (R-4.4) (1 year) License MIT + file LICENSE Depends R (>= 4.4.0) Imports SpatialExperiment, SummarizedExperiment, sparseMatrixStats, spdep, methods, utils System Requirements URL https://github.com/lmweber/smoothclust Bug Reports https://github.com/lmweber/smoothclust/issues See More Package Archives
Follow Installation instructions to use this package in your R session.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4