AI models advance prediction of genetic perturbations and regulatory mechanisms at single-cell level

Two recent AI models, pertTF and Central Dogma Transformer II (CDT-II), demonstrate significant progress in predicting genetic perturbation effects and understanding cellular regulatory networks. pertTF, a transformer-based model trained on single-cell expression profiles from human pancreatic development, excels...