Figure 4. Comparison of different feature extraction, classification methods, and classifier combination strategies 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 horizontal line represents performance using only the existing model without imaging information.