Radiomics analysis of pulmonary nodules in low‐dose <scp>CT</scp> for early detection of lung cancer - Concepedia

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Publication | Open Access

Radiomics analysis of pulmonary nodules in low‐dose <scp>CT</scp> for early detection of lung cancer

DOI Full Paper Access

146

Citations

42

References

2018

Year

Wookjin Choi, Jung Hun Oh, Sadegh Riyahi, Chia‐Ju Liu, Feng Jiang, Wengen Chen, Charles S. White, Andreas Rimner, James Mechalakos, Joseph O. Deasy,

Medical Physics

Abstract

We developed an SVM-LASSO model to predict malignancy of PNs with two CT radiomic features. We demonstrated that the model achieved an accuracy of 84.6%, which was 12.4% higher than Lung-RADS.

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