Table 4 Single-mode Raman comparison experiment.

From: Multimodal separation and cross fusion network based on Raman spectroscopy and FTIR spectroscopy for diagnosis of thyroid malignant tumor metastasis

Model

Accuracy

Precision

Sensitivity

Specificity

F1-score

AUC

EF-LSTM

57.68

53.60

57.78

57.78

53.17

57.78

LF-DNN

62.58

63.40

62.78

62.78

62.02

62.78

AlexNet

64.58

65.63

64.78

64.78

63.80

64.78

VGG-19

56.58

60.71

57.00

57.00

53.82

57.00

ResNet

59.63

59.70

59.67

59.67

59.41

59.67

DenseNet

56.63

56.46

56.56

56.56

55.63

56.56

MSCNet

63.63

66.58

63.78

63.78

62.61

63.78

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