Collectives of diagnostic biomarkers identify high-risk subpopulations of hematuria patients: exploiting heterogeneity in large-scale biomarker data

BACKGROUND: Ineffective risk stratification can delay diagnosis of serious disease in patients with hematuria. We applied a systems biology approach to analyze clinical, demographic and biomarker measurements (n = 29) collected from 157 hematuric patients: 80 urothelial cancer (UC) and 77 controls w...

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Detalhes bibliográficos
Main Authors: Emmert-Streib, Frank, Abogunrin, Funso, de Matos Simoes, Ricardo, Duggan, Brian, Ruddock, Mark W, Reid, Cherith N, Roddy, Owen, White, Lisa, O'Kane, Hugh F, O'Rourke, Declan, Anderson, Neil H, Nambirajan, Thiagarajan, Williamson, Kate E
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2013
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3570289/
https://ncbi.nlm.nih.gov/pubmed/23327460
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1741-7015-11-12
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