Tao Peng

CytoTalk: De novo construction of signal transduction networks using single-cell RNA-Seq data

CytoTalk constructs cell type-specific signal transduction networks from single-cell RNA-Seq data and validates them using spatial transcriptomics and perturbation experiments.

GLUER: integrative analysis of single-cell omics and imaging data by deep neural network

GLUER improves integration of single-cell multi-omics and imaging data, enhancing accuracy in matching cells across modalities and improving downstream analyses.

SOMSC: Self-Organization-Map for High-Dimensional Single-Cell Data of Cellular States and Their Transitions

SOMSC uses self-organizing maps to identify cellular states and their transitions from high-dimensional single-cell gene expression data.

SOMSC: Self-Organization-Map for High-Dimensional Single-Cell Data of Cellular States and Their Transitions

SOMSC uses a self-organizing map to identify cellular states and their transitions in high-dimensional single-cell gene expression data.