Research Article

Automated Detection of Arrhythmia for Hybrid Neural Network of LSTM-Residual with Multi-Information Fusion

Table 9

Comparison of the proposed method against existing methods.

PaperMethodDatabaseAcc (%)Sen (%)

25PCA + DTW + SVMMITDB97.8088.83
26CNN + MLPMITDB96.2768.55
27CWT + CNNMITDB98.7467.47
28Adversarial domain adaptationMITDB92.30
ProposedLSTM + residual networkMITDB99.1191.63