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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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Bibliografiske detaljer
Udgivet i: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
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Online adgang: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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