Figure 5. Comparison of different feature extraction and classification methods with best classifier combination strategy on predicting benign versus malignant nodule when combined with existing models based on clinical and demographic information (left) Swensen et al.⁴ (right) McWilliams et al.⁵.

The vertical line represents performance using only the existing model without imaging information.