Table 6.
Comparing radiomic classifiers: patients undergoing RP vs all patients
Patients Undergoing RP | All patients | |
---|---|---|
Training Dataset | BCR+ = 24, BCR− = 24 | BCR+ = 35, BCR− = 35 |
Validation Dataset | BCR+ = 7, BCR− = 43 | BCR+ = 7, BCR− = 43 |
AUC (training) | 0.81 | 0.84 |
AUC (validation) | 0.7 | 0.73 |
Top 3 discriminating radiomic features | Skew(HaralickT2) | Skew(CoLlAGeADC) |
Mean(GaborADC) | Mean(CoLlAGeADC) | |
Skew(CoLlAGeADC) | Skew(HaralickT2) |