Deep neural networks with knockoff features identify nonlinear causal relations and estimate effect sizes in complex biological systems.
Zhenjiang FanKate F KernanAditya SriramPanayiotis V BenosScott W CannaJoseph A CarcilloSoyeon KimHyun Jung ParkPublished in: GigaScience (2023)
With these advantages, the application of DAG-deepVASE can help identify driver genes and therapeutic agents in biomedical studies and clinical trials.