Models | Cohorts | AUC | Sen | Spe | ACC |
---|---|---|---|---|---|
Intra | Training | 0.910 (0.837, 0.958) | 0.839 (0.716, 0.923) | 0.891 (0.764, 0.963) | 0.863 (0.780, 0.922) |
Validation | 0.737 (0.580, 0.859) | 0.625 (0.405, 0.812) | 0.895 (0.668, 0.986) | 0.744 (0.588, 0.864) | |
Peri | Training | 0.887 (0.809, 0.941) | 0.714 (0.577, 0.827) | 0.934 (0.821, 0.986) | 0.814 (0.724, 0.883) |
Validation | 0.794 (0.643, 0.902) | 0.375 (0.187, 0.594) | 0.895 (0.668, 0.986) | 0.605 (0.444, 0.750) | |
Intra + Peri | Training | 0.934 (0.867, 0.974) | 0.946 (0.851, 0.988) | 0.782 (0.636, 0.890) | 0.873 (0.791, 0.930) |
Validation | 0.774 (0.621, 0.887) | 0.750 (0.532, 0.902) | 0.737 (0.488, 0.908) | 0.744 (0.588, 0.864) | |
Clinical-radiomic | Training | 0.941 (0.877, 0.978) | 0.929 (0.827, 0.980) | 0.848 (0.711, 0.936) | 0.892 (0.815, 0.944) |
Validation | 0.783 (0.631, 0.894) | 0.667 (0.446, 0.843) | 0.842 (0.604, 0.966) | 0.744 (0.588, 0.864) |