OverviewGraphical models are graphs in which nodes are random variables and the presence of edges represent conditional dependence or “direct links” between them . Two random variables,...

PRnet: perturbation-conditioned deep generative model for transcriptional response predictionIn this paper, we formulate the transcriptional response prediction as a distribution generation problem conditioned on perturbations. Cells inherently...

The KiNext pipeline consists of 7 processes for kinome identification and protein kinase classification followed by phylogenetic analysis of the recovered kinases (Fig. 1).Fig. 1Overview of the 7 processes...