From: Prediction model of gleason score upgrading after radical prostatectomy based on a bayesian network
Factor | Priori probability | Posterior probability | Importance | Rank |
---|---|---|---|---|
Age | 0.1446 | 0.6111 | 0.0492 | 11 |
0.5542 | 0.7029 | |||
0.3012 | 0.6933 | |||
BMI | 0.0241 | 0.5000 | 0.1046 | 7 |
0.2972 | 0.6757 | |||
0.6787 | 0.6982 | |||
PSA | 0.1847 | 0.587 | 0.0762 | 9 |
0.2771 | 0.7246 | |||
0.5382 | 0.7015 | |||
Positive biopsy | 0.3695 | 0.5217 | 0.2617 | 2 |
0.6305 | 0.7834 | |||
Needle ratio | 0.5141 | 0.6484 | 0.0789 | 8 |
0.4859 | 0.7273 | |||
Prostate volume | 0.4779 | 0.605 | 0.1168 | 5 |
0.2932 | 0.7534 | |||
0.2289 | 0.7719 | |||
PSAD | 0.2289 | 0.5965 | 0.0539 | 10 |
0.2088 | 0.7115 | |||
0.2209 | 0.6909 | |||
0.3414 | 0.7294 | |||
PI-RADS | 0.1124 | 0.8929 | 0.1654 | 4 |
0.5823 | 0.7034 | |||
0.3052 | 0.5789 | |||
Clinical stage | 0.6386 | 0.6981 | 0.0314 | 13 |
0.3614 | 0.6667 | |||
PSM | 0.5582 | 0.6906 | 0.0088 | 14 |
0.4418 | 0.6818 | |||
LM | 0.9277 | 0.6667 | 0.2777 | 1 |
0.0723 | 0.9444 | |||
SVI | 0.7510 | 0.6578 | 0.1164 | 6 |
0.2490 | 0.7742 | |||
IV | 0.3253 | 0.6543 | 0.0481 | 12 |
0.6747 | 0.7024 | |||
ISUP grading | 0.2008 | 0.32 | 0.2334 | 3 |
0.1044 | 0.5769 | |||
0.1365 | 0.7647 | |||
0.2289 | 0.5965 | |||
0.3293 | 0.9756 |