improved ResNet‐18 model for heartbeat classification of electrocardiogram (ECG) signals
through appropriate model training and parameter adjustment. Due to the unique residual
structure of the model, the utilized CNN layered structure can be deepened in order to
achieve better classification performance. The results of applying the proposed model to the
MIT‐BIH arrhythmia database demonstrate that the model achieves higher accuracy …