CausalKnowledgeTrace: A Novel Computational Framework for Automated Literature-Based Causal Graph Construction and Evidence-Based Variable Selection in Biomedical Research
Rajesh Upadhayaya, Manjil Man Pradhan, Vincent T. Metzger, Scott A. Malec
CausalKnowledgeTrace constructs causal graphs and identifies confounders and bias structures from biomedical literature using structured knowledge, improving variable selection for causal inference.
bioRxiv · May 12, 2026 · PreprintBioinformatics