Article

An AI Agent for Automated Causal Inference in Epidemiology

2026-02-06

Abstract excerpt

<h4>Objective</h4> To address the inefficiency, subjectivity, and high expertise barrier of traditional epidemiological causal inference, this study designed, developed, and validated an AI-powered agent (EpiCausalX Agent) to automate the end-to-end workflow. It integrates cross-database literature retrieval, intelligent causal reasoning, and Directed Acyclic Graph (DAG) visualization to provide a reliable, acces...

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Literature Corpus work: 5bbe6a2e-336d-5431-9fa6-3f36cddd743e
DOI: 10.64898/2026.02.06.26345723

Open publication

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