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. 2023 Jul 19;13:11682. doi: 10.1038/s41598-023-38532-9

Table 2.

Overview of the four architectures included in the framework and the characteristics of the original pipelines in related studies where they were proposed.

Architecture CNN ResNet GRUAttNet RTA-CNN
Segmentation beats sequence, beats and windows sequence sequence
Dataset MIT-BIH-AR CINC2017, MIT-BIH-AR, PTB-XL. CPSC2018 CINC2017
References 35 11,30,37 38 39
Frequency (Hz) 360 250 500 300