Table 3 Predicted tumor sizes of Donna body model by the XGBoost Regression model, CNN over intensity MW image.
From: Design of AI-driven microwave imaging for lung tumor monitoring
Actual Tumor Radius (mm) | XGBoost Predicted Radius (mm) | CNN on MWI Predicted Radius (mm) |
|---|---|---|
5.0 (Left) | 11.87 | 6.45 |
5.0 (Right) | 10.85 | 5.79 |
10.0 (Left) | 13.01 | 9.53 |
10.0 (Right) | 13.26 | 10.7 |
15.0 (Left) | 13.04 | 11.0 |
15.0 (Right) | 17.53 | 10.8 |
20.0 (Left) | 18.63 | 11.8 |
20.0 (Right) | 12.7 | 22.8 |
