Table 3.
Prognosis prediction performance for each subgroup
| Subgroup | Radiomic model | Combined model | ||
|---|---|---|---|---|
| Training, mean ± sd | Test, mean ± sd | Training, mean ± sd | Test, mean ± sd | |
| All data (n = 304) | 0.63 ± 0.01* | 0.62 ± 0.03* | 0.65 ± 0.01* | 0.64 ± 0.04* |
| SCCall (n = 135) | 0.60 ± 0.03 | 0.59 ± 0.03 | 0.62 ± 0.04 | 0.60 ± 0.05 |
| ADCall (n = 149) | 0.66 ± 0.02* | 0.64 ± 0.02* | 0.70 ± 0.02* | 0.69 ± 0.04* |
| T1 (n = 93) | 0.66 ± 0.03* | 0.66 ± 0.04* | 0.70 ± 0.02* | 0.68 ± 0.03* |
| T2 (n = 96) | 0.64 ± 0.03* | 0.63 ± 0.05* | 0.66 ± 0.02* | 0.65 ± 0.02* |
| T3 (n = 49) | 0.68 ± 0.02* | 0.65 ± 0.03* | 0.68 ± 0.04* | 0.66 ± 0.06* |
| T4 (n = 55) | 0.65 ± 0.02* | 0.63 ± 0.04* | 0.72 ± 0.02* | 0.70 ± 0.06* |
| SCCT1 (n = 40) | 0.59 ± 0.05 | 0.57 ± 0.05 | 0.61 ± 0.03 | 0.58 ± 0.04 |
| SCCT2 (n = 41) | 0.57 ± 0.04 | 0.55 ± 0.04 | 0.61 ± 0.03 | 0.59 ± 0.05 |
| SCCT3 (n = 26) | 0.69 ± 0.05 | 0.58 ± 0.04 | 0.71 ± 0.08 | 0.59 ± 0.04 |
| SCCT4 (n = 25) | 0.71 ± 0.02 | 0.71 ± 0.04 | 0.74 ± 0.05* | 0.71 ± 0.03 |
| ADCT1 (n = 46) | 0.78 ± 0.02* | 0.75 ± 0.05* | 0.84 ± 0.03* | 0.83 ± 0.04* |
| ADCT2 (n = 48) | 0.70 ± 0.02* | 0.68 ± 0.05* | 0.72 ± 0.01* | 0.72 ± 0.05* |
| ADCT3 (n = 20) | 0.83 ± 0.04* | 0.81 ± 0.03* | 0.83 ± 0.04* | 0.81 ± 0.02* |
| ADCT4 (n = 27) | 0.71 ± 0.05* | 0.70 ± 0.05* | 0.75 ± 0.03* | 0.73 ± 0.02* |
SCC squamous cell carcinoma, ADC adenocarcinoma, sd standard deviation
*P value < 0.05