Table 2.
Immediate change of tumor density after MWA characterized by radiomics features.
| Parameters | Mean value (before MWA) | Mean value (Immediate after MWA) | Ratio of change | P Value | |
|---|---|---|---|---|---|
| Global | Mean | 30.342 | -60.893 | -3.214 ± 1.873 | 0.000 |
| Medium | 24.182 | -26.653 | -2.296 ± 2.035 | 0.000 | |
| 10 Percentile | 14.702 | 51.235 | 0.802 ± 2.926 | 0.000 | |
| Robust Mean Absolute Deviation | 42.670 | 57.098 | 0.380 ± 0.878 | 0.002 | |
| Kurtosis | 9.155 | 14.770 | 0.340 ± 1.659 | 0.012 | |
| Variance | 13397.636 | 18877.005 | 0.279 ± 1.328 | 0.035 | |
| Regional | Zone Percentage | 0.191 | 0.312 | 0.494 ± 0.765 | 0.000 |
| Small Area Emphasis | 0.506 | 0.755 | 0.335 ± 0.751 | 0.027 | |
| Large Area Emphasis | 6526.487 | 4211.368 | -0.398 ± 0.419 | 0.001 | |
| Short Run Low Gray Level Emphasis | 0.015 | 0.020 | 0.317 ± 0.256 | 0.032 | |
| Long Run Low Gray Level Emphasis | 0.275 | 0.307 | 0.372 ± 0.214 | 0.045 | |
| Local | Cluster Prominence | 2703.426 | 16633.482 | 5.223 ± 2.237 | 0.000 |
| Maximum Probability | 0.202 | 0.125 | -0.448 ± 0.429 | 0.001 | |
| Cluster Tendency | 41.367 | 102.460 | 0.577 ± 1.806 | 0.000 | |
| Joint Energy | 0.079 | 0.047 | -0.432 ± 0.579 | 0.015 | |
| Contrast | 16.206 | 31.968 | 0.415 ± 1.178 | 0.000 | |
| Joint Entropy | 5.588 | 6.559 | 0.259 ± 0.336 | 0.001 | |
| Correlation | 0.395 | 0.524 | 0.223 ± 0.697 | 0.004 | |
| Sum Squares | 14.259 | 29.878 | 0.517 ± 1.597 | 0.000 | |