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Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

stat.ML · 2026-06-04 · unverdicted · novelty 7.0

A Bayesian hypergraph inference method models EHR multi-disease risk by letting risk factors modulate latent hyperedges (disease subsets) with repulsion priors and structured variational inference for uncertainty and scalability.

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  • Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference stat.ML · 2026-06-04 · unverdicted · none · ref 35

    A Bayesian hypergraph inference method models EHR multi-disease risk by letting risk factors modulate latent hyperedges (disease subsets) with repulsion priors and structured variational inference for uncertainty and scalability.