Toward Understanding the Size Dependence of Shape Features for Predicting Spiculation in Lung Nodules for Computer-Aided Diagnosis

We analyze the importance of shape features for predicting spiculation ratings assigned by radiologists to lung nodules in computed tomography (CT) scans. Using the Lung Image Database Consortium (LIDC) data and classification models based on decision trees, we demonstrate that the importance of sev...

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Bibliographic Details
Published in:J Digit Imaging
Main Authors: Niehaus, Ron, Stan Raicu, Daniela, Furst, Jacob, Armato, Samuel
Format: Artigo
Language:Inglês
Published: Springer US 2015
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4636719/
https://ncbi.nlm.nih.gov/pubmed/25708891
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-015-9774-8
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