AN ALGORITHM FOR DERIVING COMBINATORIAL BIOMARKERS BASED ON RIDGE REGRESSION

AN ALGORITHM FOR DERIVING COMBINATORIAL BIOMARKERS BASED ON RIDGE REGRESSION

Motivation: Combinatorial biomarkers are considered more specific and sensitive than single markers in medical diagnos-tics and prediction, yet even detection of such these combinatorial biomarkers requires deep computational analysis. The principles of analytic combinatorics, linear and kernel ridg...

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Bibliographic Details
Main Authors: Terpilowski M.A., Korf E.A., Jenkins R.O., Goncharov N.V.
Format: Article
Language:English
Published: Cifra Publishing House 2018-02-01
Series:Journal of Bioinformatics and Genomics
Subjects:
bioinformatics
machine learning
combinatorics
biomarkers
muscle damage
Online Access:http://journal-biogen.org/article/view/82

Internet

http://journal-biogen.org/article/view/82

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