Model | Training cohort | Test cohort | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
AUCÂ (95% CI) | ACCÂ (%) | SENÂ (%) | SPEÂ (%) | F1-score | AUCÂ (95% CI) | ACCÂ (%) | SEN (%) | SPEÂ (%) | F1-score | |
Radiomics | 0.973 (0.955-0.990) | 92.3 | 95.2 | 92.0 | 0.950 | 0.854 (0.773-0.934) | 84.6 | 77.8 | 75.1 | 0.802 |
DLR | 0.992 (0.983-0.999) | 94.9 | 94.4 | 96.1 | 0.958 | 0.871 (0.805-0.938) | 81.7 | 88.9 | 70.7 | 0.855 |
Features Fusion | 0.997 (0.994-0.999) | 97.1 | 96.0 | 98.1 | 0.973 | 0.915 (0.855-0.974) | 88.5 | 93.6 | 82.9 | 0.914 |
DLRN | 0.998 (0.996-0.999) | 98.2 | 95.3 | 97.0 | 0.975 | 0.946 (0.906-0.987) | 90.1 | 92.6 | 85.2 | 0.925 |