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. 2023 Jul 28;23:139. doi: 10.1186/s12911-023-02233-0

Table 7.

Comparison of the results of the delineation model to other DL architectures

Authors Dataset Lead Class Method Performance Results (%)
ACC SEN SPE PRE F1
Chen et al. [34] LUDB 1 4 U-Net - 99.88 - - -
Liu et al. [35] LUDB 1 3 ResNet and LSTM - 99.83 - - -
Moskalenko et al. [36] LUDB 1 3 U-Net - 99.23 - 98.99 99.06
Jimenez-Perez et al. [37] LUDB Multi-lead 3 W-Net - 99.93 - 99.87 -
Proposed study LUDB 12 4 CNN-BiLSTM 98.82 95.93 99.21 95.94 95.93