Table 3.
Identification results of different models in independent test 2
Model | FTC vs. (FV-PTC + BN) |
FV-PTC vs. (FTC + BN) |
(FTC + FV-PTC) vs. BN |
|||
---|---|---|---|---|---|---|
SEN. | SPE. | SEN. | SPE. | SEN. | SPE. | |
ResNet50 | 0.717 | 0.864 | 0.763 | 0.882 | 0.875 | 0.758 |
RadImageNet | 0.755 | 0.920 | 0.780 | 0.874 | 0.857 | 0.773 |
ThyNet | 0.811 | 0.912 | 0.797 | 0.933 | 0.857 | 0.803 |
Swin-transformer | 0.868 | 0.976 | 0.831 | 0.941 | 0.893 | 0.924 |