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. 2023 Jan 28;13(3):481. doi: 10.3390/diagnostics13030481

Table 7.

Five-fold test performance of T2W-MRI Data.

Models ACC SEN SPC AUC PPV NPV
Mean ± SD Mean ± SD Mean ± SD Mean ± SD Mean ± SD Mean ± SD
AlexNet 94.35 ± 0.75 94.56 ± 1.19 94.15 ± 0.68 94.35 ± 0.75 94.26 ± 0.65 94.46 ± 1.15
VGG16 94.76 ± 2.53 94.24 ± 3.01 95.28 ± 2.10 94.76 ± 2.53 95.29 ± 2.15 94.24 ± 2.95
ResNet18 96.45 ± 0.60 96.00 ± 0.57 96.91 ± 0.68 96.46 ± 0.60 96.93 ± 0.67 95.97 ± 0.57
GoogleNet 94.76 ± 1.48 94.40 ± 1.70 95.12 ± 1.29 94.76 ± 1.48 95.16 ± 1.30 94.36 ± 1.68
ResNet50 96.69 ± 0.53 96.64 ± 0.67 96.75 ± 0.57 96.69 ± 0.53 96.80 ± 0.56 96.59 ± 0.67
MajVot Algorithm 97.98 ± 0.86 97.60 ± 0.98 98.37 ± 0.81 97.99 ± 0.85 98.39 ± 0.81 97.58 ± 0.97