TABLE 3.
Interobserver variation of radiation oncologists (ROs) and the comparison with deep learning (DL) results
dCTV2 | pCTV1 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Case 1 | Case 2 | Case 3 | Case 4 | Case 1 | Case 2 | Case 3 | Case 4 | Case 5 | Case 6 | ||
DSC | DL | 0.767 | 0.686 | 0.732 | 0.837 | 0.830 | 0.867 | 0.826 | 0.871 | 0.885 | 0.870 |
RO1 | 0.474 | 0.474 | 0.498 | 0.529 | 0.811 | 0.840 | 0.794 | 0.867 | 0.858 | 0.840 | |
RO2 | 0.525 | 0.429 | 0.491 | 0.522 | 0.746 | 0.815 | 0.768 | 0.853 | 0.873 | 0.846 | |
RO3 | 0.695 | 0.741 | 0.662 | 0.751 | 0.765 | 0.834 | 0.812 | 0.821 | 0.820 | 0.824 | |
MSD (mm) | DL | 1.586 | 2.878 | 1.867 | 0.934 | 0.928 | 1.008 | 1.487 | 1.110 | 0.833 | 1.039 |
RO1 | 3.982 | 4.632 | 3.019 | 3.592 | 1.090 | 1.180 | 1.392 | 1.080 | 0.959 | 1.263 | |
RO2 | 5.520 | 7.127 | 6.001 | 4.286 | 1.523 | 1.416 | 1.472 | 1.074 | 0.854 | 1.115 | |
RO3 | 1.792 | 1.805 | 2.190 | 1.411 | 1.404 | 1.231 | 1.502 | 1.366 | 1.301 | 1.396 |
Abbreviations: dCTV, clinical tumor volume for definitive radiotherapy; DSC, dice similarity coefficient; MSD, mean surface distance; pCTV, clinical tumor volume for postoperative radiotherapy.