Article

A Nasal Brush-based Classifier of Asthma Identified by Machine Learning Analysis of Nasal RNA Sequence Data

2017-06-07

Abstract excerpt

<h4>ABSTRACT</h4> Asthma is a common, under-diagnosed disease affecting all ages. We sought to identify a nasal brush-based classifier of mild/moderate asthma. 190 subjects with mild/moderate asthma and controls underwent nasal brushing and RNA sequencing of nasal samples. A machine learning-based pipeline identified an asthma classifier consisting of 90 genes interpreted via an L2-regularized logistic regression...

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Literature Corpus work: 3d94fb92-3b48-526b-87a7-6f3a62c5ca11
DOI: 10.1101/145771

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