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Hi there, I am Shao, Xin 🎓

and I am mainly engaged in the research of single-cell and spatial omics, cell-cell communication, and liver disease omics with machine learning and deep learning methods.

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Shao, Xin's Projects

awesome-single-cell icon awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

ccl-cgps-1 icon ccl-cgps-1

CCL-cGPS: a clinical genomics-guided prioritizing strategy enables accurately selecting proper cancer cell lines for biomedical research

cellassign icon cellassign

Automated, probabilistic assignment of cell types in scRNA-seq data

cellchat icon cellchat

R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data

celltalkdb icon celltalkdb

A manually curated database of literature-supported ligand-receptor interactions in human and mouse

deepsort icon deepsort

Reference-free Cell-type Annotation for Single-cell Transcriptomics using Deep Learning with a Weighted Graph Neural Network

giotto icon giotto

Single-cell spatial analysis toolbox

mirtalk icon mirtalk

Extracellular vesicle-derived miRNA-mediated cell-cell communication inference for single-cell transcriptomic data

mouselr-atlas icon mouselr-atlas

A single-cell spatial-temporal transcriptomic atlas of normal and fibrotic liver regeneration

nichenetr icon nichenetr

NicheNet: predict active ligand-target links between interacting cells

ppms icon ppms

Pri-miRNA profiling for single-cell RNA-seq data

rsoptsc icon rsoptsc

Cell-cell communication and lineage inference for scRNA-seq data

sccatch icon sccatch

Automatic Annotation on Cell Types of Clusters from Single-Cell RNA Sequencing Data

sccatch_performance_comparison icon sccatch_performance_comparison

The source code and results of performance comparison on the detail of the process among scCATCH, CellAssign, Garnett, SingleR, scMap and CHETAH, and CellMatch database

sccrosstalk icon sccrosstalk

Infer and visualize cell-cell communication for single-cell RNA-seq data

scmap icon scmap

A tool for unsupervised projection of single cell RNA-seq data

scvi icon scvi

Deep generative modeling for single-cell omics data

seurat icon seurat

R toolkit for single cell genomics

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