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Network modeling of patients' biomolecular profiles for clinical phenotype/outcome prediction

Methods for phenotype and outcome prediction are largely based on inductive supervised models that use selected biomarkers to make predictions, without explicitly considering the functional relationships between individuals. We introduce a novel network-based approach named Patient-Net (P-Net) in wh...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Gliozzo, Jessica, Perlasca, Paolo, Mesiti, Marco, Casiraghi, Elena, Vallacchi, Viviana, Vergani, Elisabetta, Frasca, Marco, Grossi, Giuliano, Petrini, Alessandro, Re, Matteo, Paccanaro, Alberto, Valentini, Giorgio
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7046773/
https://ncbi.nlm.nih.gov/pubmed/32107391
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-60235-8
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