Table 4.
Scores for all submissions across all categories. Principal Rank is derived from the Az score on the Principal category. For each method, Average Rank indicates the average of its rank across all categories. (Categories 1: Principal, 2: Small Vessels, 3: Medium Vessels, 4: Large Vessels, 5: Vessel/Airway Wall, 6: Vessel/Dense Lesion, 7: Vessel/Mucus-filled bronchi, 8: Vessel-in-lesion/Lesion, 9: Vessel/Nodules).
| Principal score
|
Az score for each category
|
As of ISBI’12
|
Post-ISBI’12
|
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | Average rank | Principal | Average rank | Principal | |
| Probabilistic | |||||||||||||
| B | 0.837 | 0.665 | 0.885 | 0.947 | 0.819 | 0.709 | 0.660 | 0.627 | 0.735 | 9.9 | 13 | 13.2 | 18 |
| C | 0.812 | 0.583 | 0.862 | 0.972 | 0.658 | 0.479 | 0.355 | 0.712 | 0.355 | 13.6 | 14 | 17.8 | 19 |
| D | 0.980 | 0.976 | 0.979 | 0.985 | 0.934 | 0.635 | 0.607 | 0.757 | 0.358 | 6.2 | 5 | 7.9 | 6 |
| E | 0.852 | 0.645 | 0.918 | 0.974 | 0.766 | 0.655 | 0.597 | 0.699 | 0.557 | 10.0 | 12 | 13.2 | 17 |
| G | 0.932 | 0.885 | 0.954 | 0.955 | 0.912 | 0.625 | 0.404 | 0.649 | 0.461 | 10.7 | 10 | 13.1 | 12 |
| H | 0.984 | 0.972 | 0.986 | 0.993 | 0.908 | 0.555 | 0.397 | 0.654 | 0.330 | 8.1 | 1 | 10.1 | 2 |
| I | 0.981 | 0.975 | 0.985 | 0.983 | 0.943 | 0.706 | 0.617 | 0.750 | 0.617 | 4.0 | 3 | 5.2 | 4 |
| K | 0.975 | 0.952 | 0.975 | 0.995 | 0.738 | 0.565 | 0.462 | 0.750 | 0.336 | 8.3 | 6 | 10.8 | 7 |
| L | 0.984 | 0.979 | 0.982 | 0.991 | 0.940 | 0.624 | 0.513 | 0.734 | 0.300 | 6.7 | 1 | 8.2 | 2 |
| M | 0.981 | 0.978 | 0.983 | 0.981 | 0.941 | 0.679 | 0.619 | 0.752 | 0.397 | 5.1 | 3 | 6.4 | 4 |
| N | 0.956 | 0.964 | 0.955 | 0.949 | 0.953 | 0.726 | 0.661 | 0.652 | 0.466 | 7.1 | 8 | 8.9 | 10 |
| Q | 0.561 | 0.479 | 0.485 | 0.709 | 0.492 | 0.528 | 0.450 | 0.651 | 0.571 | 14.7 | 18 | 18.9 | 23 |
| Binary | |||||||||||||
| F | 0.739 | 0.444 | 0.766 | 0.981 | 0.544 | 0.510 | 0.276 | 0.790 | 0.385 | 12.9 | 15 | 16.7 | 20 |
| J | 0.652 | 0.448 | 0.566 | 0.920 | 0.376 | 0.419 | 0.184 | 0.829 | 0.544 | 14.4 | 17 | 18.4 | 22 |
| O | 0.737 | 0.500 | 0.742 | 0.947 | 0.556 | 0.554 | 0.236 | 0.779 | 0.580 | 12.7 | 16 | 16.6 | 21 |
| P | 0.902 | 0.821 | 0.921 | 0.955 | 0.865 | 0.683 | 0.462 | 0.645 | 0.507 | 10.3 | 11 | 13.1 | 13 |
| Reference | |||||||||||||
| R1 | 0.970 | 0.929 | 0.984 | 0.995 | 0.775 | 0.471 | 0.416 | 0.745 | 0.248 | 9.6 | 7 | 12.4 | 9 |
| R2 | 0.946 | 0.933 | 0.946 | 0.957 | 0.948 | 0.792 | 0.707 | 0.730 | 0.788 | 5.9 | 9 | 7.4 | 11 |
| Post-ISBI’12 submissions | |||||||||||||
| S | 0.986 | 0.977 | 0.986 | 0.994 | 0.944 | 0.667 | 0.595 | 0.654 | 0.439 | - | - | 6.2 | 1 |
| T | 0.972 | 0.943 | 0.983 | 0.987 | 0.900 | 0.58 | 0.509 | 0.763 | 0.287 | - | - | 9.9 | 8 |
| U | 0.863 | 0.781 | 0.848 | 0.951 | 0.851 | 0.712 | 0.677 | 0.646 | 0.659 | - | - | 12.0 | 16 |
| V | 0.874 | 0.673 | 0.950 | 0.982 | 0.794 | 0.480 | 0.364 | 0.696 | 0.281 | - | - | 16.0 | 15 |
| W | 0.879 | 0.693 | 0.953 | 0.976 | 0.845 | 0.583 | 0.495 | 0.766 | 0.367 | - | - | 12.2 | 14 |