MICHAEL P. SMALL

This study identifies neuroimaging biomarkers of resilience and vulnerability to chronic stress in rats using machine learning and functional connectivity analysis.

Decipher identifies context-specific mechanistic insights from single-cell data by building cell signalling networks and uncovering disease-related pathways.

CDR-g detects subtle condition-specific gene coexpression changes in single-cell data, identifying novel biological pathways and subpopulations not found by conventional differential expression analysis.

The paper introduces a hypergraph-based method to detect communities in cell-to-cell communication networks using ligand-receptor interactions and validates it on synthetic and real datasets.