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. 2020 Nov 12;20(22):6477. doi: 10.3390/s20226477

Table 4.

Related approaches applied to the cardiac sound dataset.

Author Model Accuracy/Macc Reference
Potes et al. CNN 0.8602 [45]
Zahibi et al. SVM 0.8509 [46]
Dominguez-Morales et al. DNN. 0.9416 [47]
Latif et al. RNN. 0.9861 [48]
Whitaker et al. SVM 0.8926 [49]
Xiao et al. CNN 0.9300 [50]
Deng et al. MFCC-CRNN 0.9701 [51]
Shukla et al. HMM 0.9807 [52]
Soares et al. ALMMo-0 * 0.9304 [10]
Zeng et al. TQWT-VMD-NN 0.9789 [53]
Chen et al. CNN 0.9391 [54]
Aziz et al. SVM 0.9524 [55]
Chowdhury et al. DNN 0.9710 [56]
Li et al. TWSVM 0.9040 [57]
Noman et al. MSAR 0.8610 [58]