Table 2.
Identification results of different models in independent test 1
Model | FTC vs. (FV-PTC + BN) |
FV-PTC vs. (FTC + BN) |
(FTC + FV-PTC) vs. BN |
|||
---|---|---|---|---|---|---|
SEN. | SPE. | SEN. | SPE. | SEN. | SPE. | |
ResNet50 | 0.667 | 0.881 | 0.702 | 0.821 | 0.824 | 0.689 |
RadImageNet | 0.689 | 0.873 | 0.754 | 0.840 | 0.873 | 0.721 |
ThyNet | 0.733 | 0.890 | 0.719 | 0.858 | 0.843 | 0.738 |
Swin-transformer | 0.889 | 0.941 | 0.842 | 0.962 | 0.912 | 0.902 |