Table 4.
DL (Yolo) risk score model for prognosis and the associated DL features.
| Prognostic DL feature | Category | Radiomics feature | Correlation |
|---|---|---|---|
| Yolo_Latent_1145 | |||
| Histogram | Entropy | 0.4559 | |
| Histogram | Uniformity | −0.4188 | |
| GLCM | Difference average | 0.481 | |
| GLCM | Difference entropy | 0.493 | |
| GLCM | Inverse difference | −0.5057 | |
| GLCM | IDM | −0.4893 | |
| GLCM | IDMN | −0.4025 | |
| GLCM | IDN | −0.4966 | |
| GLCM | IMC2 | 0.4124 | |
| GLCM | Inverse variance | −0.493 | |
| GLCM | Sum entropy | 0.4148 | |
| GLSZM | Zone percentage | 0.4718 | |
| Margin | CDF slope skewness | −0.4467 | |
| Margin | CDF slope kurtosis | −0.432 | |
| Yolo_Latent_1161 | |||
| Shape | Maximum 2D diameter | −0.4104 | |
| Histogram | Entropy | 0.5011 | |
| Histogram | Uniformity | −0.4517 | |
| GLCM | Contrast | 0.4523 | |
| GLCM | Difference average | 0.5585 | |
| GLCM | Difference entropy | 0.5581 | |
| GLCM | Inverse difference | −0.5742 | |
| GLCM | IDM | −0.5538 | |
| GLCM | IDMN | −0.4748 | |
| GLCM | IDN | −0.5743 | |
| GLCM | IMC1 | −0.4199 | |
| GLCM | IMC2 | 0.4441 | |
| GLCM | Inverse variance | −0.5601 | |
| GLCM | Sum entropy | 0.4551 | |
| GLSZM | Zone percentage | 0.5417 | |
| Margin | CDF slope skewness | −0.4905 | |
| Margin | CDF slope kurtosis | −0.4665 | |
| Yolo_Latent_22664 | |||
| GLCM | IDN | 0.4009 | |
GLCM gray-level co-occurrence matrix, GLSZM gray-level size-zone matrix, IMC informational measure of correlation.