TABLE II.
Quality Estimates for the Five Prostate Segmentations Generated by One Expert, and Dice Similarity Coefficient (DSC), DSC ≡ (2/A ∩B|/|A| + |B|) With |A| the Area of Region A, Comparing the Expert Segmentation With the True Segmentation Estimate Thresholded With Wi ≥ 0.5. Results Are Shown for Two Different Assumptions of the Prior Probability of Prostate Peripheral Zone and Demonstrate That the Parameter Estimates Obtained Do Not Depend Strongly on the Prior Probability Assumption
Expert segmentations | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
f (Ti = 1) = 0.10 | |||||
0.875090 | 0.987198 | 0.921549 | 0.907344 | 0.880789 | |
0.999163 | 0.994918 | 0.999435 | 0.999739 | 0.999446 | |
DSC | 0.927660 | 0.957527 | 0.954471 | 0.949058 | 0.932096 |
f (Ti = 1) = 0.02 | |||||
0.878533 | 0.991261 | 0.936831 | 0.918336 | 0.894861 | |
0.998328 | 0.993993 | 0.999320 | 0.999359 | 0.999301 | |
DSC | 0.913083 | 0.951027 | 0.967157 | 0.954827 | 0.944756 |