Table 4.
Performance comparison of experts’ OC segmentation vs. mean, median, majority, and STAPLE OC ground-truth. The performance indices are the best for the STAPLE algorithm, followed by majority, median, and mean ground-truths.
Experts’ annotation vs. Mean ground-truth | ||||||
---|---|---|---|---|---|---|
Se | Sp | Ac | Ep | J | D | |
Expert 1 | 0.7556 | 1.0000 | 0.9988 | 0.0012 | 0.7556 | 0.8537 |
Expert 2 | 0.6202 | 1.0000 | 0.9977 | 0.0023 | 0.6202 | 0.7507 |
Expert 3 | 0.6709 | 1.0000 | 0.9983 | 0.0017 | 0.6709 | 0.7919 |
Expert 4 | 0.6100 | 1.0000 | 0.9977 | 0.0023 | 0.6100 | 0.7446 |
Expert 5 | 0.7890 | 1.0000 | 0.9990 | 0.0010 | 0.7890 | 0.8714 |
Average | 0.6891 | 1.0000 | 0.9983 | 0.0017 | 0.6891 | 0.8025 |
Experts’ annotation vs. Median ground-truth | ||||||
Expert 1 | 0.9450 | 0.9994 | 0.9990 | 0.0010 | 0.8092 | 0.8906 |
Expert 2 | 0.8407 | 0.9998 | 0.9987 | 0.0013 | 0.7894 | 0.8787 |
Expert 3 | 0.9014 | 0.9997 | 0.9990 | 0.0010 | 0.8328 | 0.9067 |
Expert 4 | 0.8466 | 0.9999 | 0.9989 | 0.0011 | 0.8112 | 0.8932 |
Expert 5 | 0.9460 | 0.9992 | 0.9989 | 0.0011 | 0.7803 | 0.8730 |
Average | 0.8959 | 0.9996 | 0.9989 | 0.0011 | 0.8046 | 0.8884 |
Experts’ annotation vs. Majority ground-truth | ||||||
Expert 1 | 0.9561 | 0.9993 | 0.9991 | 0.0009 | 0.8184 | 0.8950 |
Expert 2 | 0.8546 | 0.9998 | 0.9988 | 0.0012 | 0.8039 | 0.8866 |
Expert 3 | 0.9284 | 0.9996 | 0.9992 | 0.0008 | 0.8557 | 0.9196 |
Expert 4 | 0.8672 | 0.9999 | 0.9991 | 0.0009 | 0.8376 | 0.9086 |
Expert 5 | 0.9589 | 0.9992 | 0.9990 | 0.0010 | 0.7931 | 0.8792 |
Average | 0.9130 | 0.9996 | 0.9990 | 0.0010 | 0.8217 | 0.8978 |
Experts’ annotation vs. STAPLE ground-truth | ||||||
Expert 1 | 0.9900 | 0.9988 | 0.9987 | 0.0012 | 0.7782 | 0.8666 |
Expert 2 | 0.9545 | 0.9995 | 0.9992 | 0.0007 | 0.8742 | 0.9280 |
Expert 3 | 0.9822 | 0.9991 | 0.9990 | 0.0009 | 0.8313 | 0.9015 |
Expert 4 | 0.9591 | 0.9995 | 0.9993 | 0.0006 | 0.8853 | 0.9364 |
Expert 5 | 0.9957 | 0.9985 | 0.9985 | 0.0014 | 0.7460 | 0.8450 |
Average | 0.9763 | 0.9990 | 0.9989 | 0.0009 | 0.8230 | 0.8955 |