Michele Calabrò

SPECTRA: predicting cellular perturbation responses with Graph Learning over Gene Regulatory Networks

Predicting the transcriptomic consequences of cellular perturbations is challenging due to the sparsity of single-cell transcriptional responses, heterogeneous perturbation efficiency, and the difficulty of identifying the small subset of genes that are truly differentially expressed after perturbation. Current approac...