A Machine-Learned Predictor of Colonic Polyps Based on Urinary Metabolomics

We report an automated diagnostic test that uses the NMR spectrum of a single spot urine sample to accurately distinguish patients who require a colonoscopy from those who do not. Moreover, our approach can be adjusted to tradeoff between sensitivity and specificity. We developed our system using a...

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Bibliografiske detaljer
Main Authors: Eisner, Roman, Greiner, Russell, Tso, Victor, Wang, Haili, Fedorak, Richard N.
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2013
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3838851/
https://ncbi.nlm.nih.gov/pubmed/24307992
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2013/303982
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