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. 2023 Jan 2;233:104750. doi: 10.1016/j.chemolab.2022.104750

Table 3.

SVM Classifiers Classification Accuracies achieved with incorporated and Reduced features of three CNNs learned with Radiomics images against CT and X-ray images.

Model LDA
Linear-SVM
Quadratic-SVM
ESD
Dataset I
CT Fused CT Fused CT Fused CT Fused
Dark-53 96.5 97.4 94.8 95.3 96.9 97.8 95.7 97.1
MobileNet 96.9 98.5 96.8 98.3 98.1 99.4 96.6 97.9
DenseNet-201
96.9
98.5
96.1
98.6
97.9
99.4
95.8
98.2
Model
Dataset II
X-Ray
Fused
X-Ray
Fused
X-Ray
Fused
X-Ray
Fused
Dark-53 96.7 97.3 96.4 96.7 96.6 97.2 96.6 97.5
MobileNet 96.8 97.5 96.5 97.7 96.8 98.0 96.6 97.6
DenseNet-201 98.2 98.7 98.1 99.0 98.3 99.0 98.2 98.9