A Novel Nodule Edge Sharpness Radiomic Biomarker Improves Performance of Lung-RADS for Distinguishing Adenocarcinomas from Granulomas on Non-Contrast CT Scans

A Novel Nodule Edge Sharpness Radiomic Biomarker Improves Performance of Lung-RADS for Distinguishing Adenocarcinomas from Granulomas on Non-Contrast CT Scans

The aim of this study is to evaluate whether NIS radiomics can distinguish lung adenocarcinomas from granulomas on non-contrast CT scans, and also to improve the performance of Lung-RADS by reclassifying benign nodules that were initially assessed as suspicious. The screening or standard diagnostic...

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Bibliographic Details
Main Authors: Mehdi Alilou, Prateek Prasanna, Kaustav Bera, Amit Gupta, Prabhakar Rajiah, Michael Yang, Frank Jacono, Vamsidhar Velcheti, Robert Gilkeson, Philip Linden, Anant Madabhushi
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Cancers
Subjects:
lung nodule classification
CT images
lung-RADS
nodule interface sharpness
nodule risk score
Online Access:https://www.mdpi.com/2072-6694/13/11/2781

Internet

https://www.mdpi.com/2072-6694/13/11/2781

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