Table 5.
Extract of radiomic features determination to forward to model development for prediction of pathological complete response, utilising correlation analysis.
Spearman rank correlation coefficients |
AUROC | ||||||
---|---|---|---|---|---|---|---|
Variance | Entropy | P90 | rlv | lze | zlv | ||
Variance | 0.883 | 0.791 | 0.534 | 0.578 | 0.584 | 0.697 | |
Entropy | 0.883 | 0.868 | 0.301 | 0.290 | 0.287 | 0.655 | |
P90 | 0.791 | 0.868 | 0.203 | 0.216 | 0.220 | 0.671 | |
rlv | 0.534 | 0.301 | 0.203 | 0.928 | 0.910 | 0.693 | |
lze | 0.578 | 0.290 | 0.216 | 0.928 | 0.997 | 0.749 | |
zlv | 0.584 | 0.287 | 0.220 | 0.910 | 0.997 | 0.761 |
Abbreviations: AUROC, area under the receiver operating curve; P90, 90th percentile; rlv, run length variance; lze, large zone emphasis; zlv, zone length variance.