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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7906470/ https://www.ncbi.nlm.nih.gov/pubmed/33577591 http://dx.doi.org/10.1371/journal.pcbi.1008735 |