Machine Learning and Feature Selection Methods for Disease Classification With Application to Lung Cancer Screening Image Data

Machine Learning and Feature Selection Methods for Disease Classification With Application to Lung Cancer Screening Image Data

As awareness of the habits and risks associated with lung cancer has increased, so has the interest in promoting and improving upon lung cancer screening procedures. Recent research demonstrates the benefits of lung cancer screening; the National Lung Screening Trial (NLST) found as its primary resu...

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Bibliographic Details
Main Authors: Darcie A. P. Delzell, Sara Magnuson, Tabitha Peter, Michelle Smith, Brian J. Smith
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-12-01
Series:Frontiers in Oncology
Subjects:
radiomics
machine learning
CT image
biomarkers
lung cancer
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.01393/full

Internet

https://www.frontiersin.org/article/10.3389/fonc.2019.01393/full

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