Article

AutoMRAI: A Multi-Omics Causal Inference Platform Using Structural Equation Modelling

2025-11-19

Abstract excerpt

The integration of causal inference, artificial intelligence (AI), and multi-omics data represents a transformative frontier for unravelling the complex mechanisms underlying health and disease. Traditional observational epidemiology is limited by confounding and reverse causation, while statistical frameworks such as Mendelian randomization (MR) and structural equation modelling (SEM) enable more robust causal in...

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Literature Corpus work: 6c5a7f8f-85c5-56b8-b9d9-0a56ff60a575
DOI: 10.1101/2025.11.17.25340455

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