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

Table 8.

Five-fold test performance of FLAIR-MRI Data.

Models ACC SEN SPC AUC PPV NPV
Mean ± SD Mean ± SD Mean ± SD Mean ± SD Mean ± SD Mean ± SD
AlexNet 95.80 ± 1.19 95.29 ± 1.26 96.39 ± 1.45 95.84 ± 1.19 96.82 ± 1.26 94.69 ± 1.40
VGG16 97.20 ± 0.65 97.39 ± 0.46 96.99 ± 0.92 97.19 ± 0.67 97.39 ± 0.79 96.99 ± 0.54
ResNet18 97.62 ± 0.63 97.52 ± 0.85 97.74 ± 0.53 97.63 ± 0.61 98.03 ± 0.46 97.17 ± 0.95
GoogleNet 95.80 ± 0.93 95.69 ± 0.75 95.94 ± 1.14 95.81 ± 0.94 96.44 ± 0.99 95.08 ± 0.86
ResNet50 97.76 ± 0.59 97.91 ± 0.55 97.59 ± 0.63 97.75 ± 0.59 97.91 ± 0.55 97.59 ± 0.63
MajVot Algorithm 98.88 ± 0.63 98.95 ± 0.58 98.80 ± 0.67 98.88 ± 0.63 98.95 ± 0.58 98.80 ± 0.67