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. 2022 May 8;12(5):1173. doi: 10.3390/diagnostics12051173

Table 5.

Comparison of our proposed method with some past methods found in the literature.

Work Ref. Method/Classifier Accuracy Dataset Used
[12] SVM with Striatal Binding Ratio 96.14% PPMI
[13] PCA with SVM 92.60% PPMI
[14] Custom ANN 94.00% PPMI
[19] VGG-16 95.20% PPMI
[20] InceptionV3 98.40% PPMI
[21] LeNet and AlexNet 95% ± 0.30% PPMI
[48] t-test and SVM 86.96% PPMI
Proposed CNN models + FRLF 98.45% PPMI