Table 3.
Trial | Abd | Col | Liv | Pan | Sma | Sto | |
---|---|---|---|---|---|---|---|
Separate models of EN | 0.894 | 0.790 | 0.786 | 0.400 | 0.866 | 0.701 | 0.740 |
IL (ours) | 0.892 | 0.782 | 0.741 | 0.364 | 0.849 | 0.709 | 0.723 |
IL w/o additional neg. labels | 0.897 | 0.766 | 0.783 | 0.326 | 0.832 | 0.633 | 0.706 |
The first row shows the performance of each separate model in the ensemble before applying the argmax. The last row shows a variant of the IL approach if no additional negative samples are inferred. The classes Abdominal Wall, Colon, Liver, Pancreas, Small Intestine, and Stomach are abbreviated by their first three letters