TABLE 4.
Average time requirement for deep learning (DL)‐based auto‐segmentation and manual contouring by radiation oncologists (ROs) with different qualifications
Time (mean ± SD) | |||
---|---|---|---|
Targets | dCTV1 | dCTV2 | pCTV1 |
Auto‐segmentation | 0.8 ± 0.102 s | 0.43 ± 0.083 s | 0.93 ± 0.117 s |
Junior ROs | 48 ± 4.56 min | 14 ± 6.94 min | 44 ± 12.70 min |
Intermediate ROs | 31 ± 11.61 min | 9 ± 1.42 min | 36 ± 8.07 min |
Senior ROs | 26 ± 7.25 min | 14 ± 4.88 min | 20±1.82 min |
Abbreviations: dCTV, clinical tumor volume for definitive radiotherapy; pCTV, clinical tumor volume for postoperative radiotherapy; SD, standard deviation.