Perturbation Here

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

Several recent papers and frameworks focus on predicting these responses using machine learning: Key Research Papers (2024–2026) perturbation

: A meta-learning framework that translates existing perturbation atlases to predict responses in new biological contexts using only a few "seed" perturbations. : A causally inspired graph neural network that