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From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach
In this work, we introduce an entirely data-driven and automated approach to reveal disease-associated biomarker and risk factor networks from heterogeneous and high-dimensional healthcare data. Our workflow is based on Bayesian networks, which are a popular tool for analyzing the interplay of bioma...
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| Publicado no: | PLoS Comput Biol |
|---|---|
| Main Authors: | , , , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7906470/ https://ncbi.nlm.nih.gov/pubmed/33577591 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008735 |
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