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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Veröffentlicht in:Sci Rep
Hauptverfasser: 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
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2020
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Article
Online Zugang: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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