Perturbation -

: A causally inspired graph neural network that identifies which combinations of perturbations are needed to reverse a disease phenotype. Software & Frameworks

: A machine learning architecture designed to predict cellular responses to perturbations across diverse biological contexts. perturbation

: A neural network framework that predicts transcriptional responses to both single- and two-gene perturbations. : A causally inspired graph neural network that