Which biomarkers reveal neonatal sepsis?

We address the identification of optimal biomarkers for the rapid diagnosis of neonatal sepsis. We employ both canonical correlation analysis (CCA) and sparse support vector machine (SSVM) classifiers to select the best subset of biomarkers from a large hematological data set collected from infants...

Full description

Bibliographic Details
Main Authors: Kun Wang, Vineet Bhandari, Sofya Chepustanova, Greg Huber, Stephen O'Hara, Corey S O'Hern, Mark D Shattuck, Michael Kirby
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3867385?pdf=render