Table 2 Predicted tumor sizes 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 MSI Predicted Radius (mm) |
|---|---|---|
17.2 | 17.7 | 17.0 |
13.2 | 12.8 | 12.6 |
4.8 | 6.20 | 5.6 |
13.6 | 13.34 | 12.7 |
11.6 | 13.10 | 12.1 |
8.8 | 9.72 | 10.1 |
20.8 | 18.23 | 19.7 |
12.4 | 12.3 | 11.8 |
21.6 | 23.0 | 21.2 |
6.0 | 5.78 | 5.6 |
