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Single-Cell Integration by Non-Negative Matrix Factorization
A unifying representation of single cell expression profiles that quantifies similarity between expression states and generalizes to represent new studies without additional training.
a spatial deconvolution method based on deep learning frameworks, which converts bulk transcriptomes into spatially resolved single-cell expression profiles
CytoTRACE 2 is an interpretable AI method for predicting cellular potency and absolute developmental potential from scRNA-seq data.
TRAjectory-based Differential Expression analysis for SEQuencing data
Reference-free cell-type deconvolution of multi-cellular spatially resolved transcriptomics data
Spatial reconstruction of dissociated single-cell data
A tool for semi-automatic cell type harmonization and integration
List of software/websites/databases/other stuff for genome engineering
A tool for detecting somatic variants in single cell data
Spatial-eXpression-R: Cell type identification (including cell type mixtures) and cell type-specific differential expression for spatial transcriptomics
Inferring cell-cell interactions from pseudotime ordering of scRNA-Seq data
DIALOGUE is a dimensionality reduction method that uses cross-cell-type associations to identify multicellular programs (MCPs) and map the cell transcriptome as a function of its environment.
Difference in Intercellular Communication from scRNA-seq data
Collection of computational tools for cell-cell communication inference for single-cell and spatially resolved omics
Learning cell communication from spatial graphs of cells
A package to help convert different single-cell data formats to each other