Fig. 6 | Scientific Reports

Fig. 6

From: A noninvasive hyperkalemia monitoring system for dialysis patients based on a 1D-CNN model and single-lead ECG from wearable devices

Fig. 6

Accuracy, F1-scores, sensitivity and specificity of both CDS and EH beat in CNN model. The left Y-axis represents the probability density estimate of the full outcome of 33 subjects. The subjects whose mean value of the five-fold cross-validation per subject for each evaluation metric of the two modalities is less than 95% are filtered out and the full value of the five-fold cross-validation is plotted on the basis of the mean value. The legend shows the number of the abnormal subjects and the mean value of that evaluation metric. CDS: Continuous Data Stream; EH: Extracted Heartbeat.

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