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. 2023 Sep 3;13(17):2849. doi: 10.3390/diagnostics13172849

Figure 6.

Figure 6

(a) Both inputs of entire 12-lead ECG and discrete heartbeats separated from 12-lead ECG were used to train AI Models with different architectures. All logit values from discrete heartbeats were averaged to represent the final logit value for the 12-lead ECG. Optimal thresholds were determined in the validation phase and then were saved along with the model weights; (b) test phase loaded model weights and threshold value that were saved in the training phase, then evaluated the ECG as T-NSR or CIA-NSR by comparing the threshold value and the final logit value.