Table 2 Diagnosis performance of our model in example wise using the offline test set and online test set

From: Practical intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset

Test set

\({{TP}}_{{exam}}\)

\({{TN}}_{{exam}}\)

\({{FP}}_{{exam}}\)

\({{FN}}_{{exam}}\)

\({{Sen}}_{{exam}}\)

\({{Spe}}_{{exam}}\)

\({F1}_{{exam}}\)

\({{Acc}}_{{exam}}\)

Offline (n = 7000)

3.0

56.1

1.4

0.5

0.873

0.975

0.756

0.969

Online (n = 12521)

2.7

55.3

2.5

0.6

0.857

0.956

0.653

0.950

Back to article page