TABLE 3.
The ACC and AUC comparisons among different models.
Train cohort | Test cohort | External validation | |||||||
---|---|---|---|---|---|---|---|---|---|
Models | Artificial | MTCN | MTCN+ | Artificial | MTCN | MTCN+ | Artificial | MTCN | MTCN+ |
ACC | 56.7 | 74.4 | 76.3 | 63.3 | 70.6 | 76.1 | 53.5 | 67.9 | 71.4 |
AUC | 0.592 | 0.793 | 0.823 | 0.640 | 0.749 | 0.815 | 0.542 | 0.792 | 0.854 |
ACC, accuracy; AUC, area under curve; Artificial, radiologist judging LN status; MTCN, multiview-guided two-stream convolution network model; MTCN+, modified multiview-guided two-stream convolution network model with clinical factors integrated.