Fig 1.
The proposed methodology of DAE-ConvBiLSTM.
Table 1.
ECG database description.
Table 2.
The hyperparameter optimisation of DAE-ConvBiLSTM.
Fig 2.
The samples of visualisation of the target and results of DAE.
Table 3.
The performance of ECG delineation using the proposed DAE-ConvBiLSTM model.
Fig 3.
The confusion matrix of DAE-ConvBiLSTM.
Fig 4.
The ROC and P-R curves of DAE-ConvBiLSTM.
(a) ROC curve and (b) PR curve.
Table 4.
The benchmarking study of recent works using DL with QT database.
Table 5.
The results of T-wave abnormalities in TWA quantification.