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

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 · 2018 · 146 citations · 42 references

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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.

References

42