Article

ALADYNOULLI: A Bayesian approach to disease progression modeling for genomic discovery and clinical prediction

2024-09-30

Abstract excerpt

Understanding how disease patterns evolve over a lifetime remains a key challenge in medicine. While electronic health records provide rich longitudinal data, existing models typically analyze each disease in isolation, missing the complex interplay between multiple conditions and genetic factors. Here, we combine longitudinal health records with genetic data to model individual trajectories, using a novel dynamic...

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Literature Corpus work: 6b6ea20e-47b7-5cff-a896-639333720a21
DOI: 10.1101/2024.09.29.24314557

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