Table 2 Comparison of CNN Model results with different numbers of Convolutional channels in Block 1.

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

 

1

2

4

6

Accuracy%(SD)

89.00 (14.41)

95.61 (9.68)

98.25 (4.52)

98.65 (3.18)

F1-score%(SD)

88.00 (13.34)

95.69 (7.70)

98.31 (3.26)

98.64 (2.56)

Sensitivity%(SD)

87.52 (13.27)

96.11 (6.93)

98.63 (2.41)

98.56 (2.50)

Specificity%(SD)

90.48 (15.00)

95.13 (10.34)

97.88 (5.13)

98.73 (2.99)

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