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. 2021 May 26;11:10949. doi: 10.1038/s41598-021-90285-5

Table 2.

Training and validation error in GESUS25 and replication error in Inter992.

Type Variables Validation on GESUS (fivefold) Replication on Inter99 Zero R on Inter99
MAE RMSE MAE RMSE MAE RMSE
Median QT Interval (ms) 3.26 ± 0.80 5.08 ± 0.40 3.13 ± 0.19 4.89 ± 0.19 21.7 27.4
PR Interval (ms) 2.82 ± 0.15 4.52 ± 0.49 2.73 ± 0.06 4.70 ± 0.23 17.6 22.8
QRS duration (ms) 2.98 ± 0.15 4.10 ± 0.22 2.58 ± 0.07 3.43 ± 0.07 9.0 11.6
Heart Rate (beats per min) 1.54 ± 0.07 2.44 ± 0.09 1.57 ± 0.06 2.33 ± 0.07 8.6 11.1
J-point elevation (µV) 8.16 ± 0.40 11.20 ± 0.69 5.77 ± 0.10 8.09 ± 0.12 22.2 29.0
T-wave amplitude (µV) 5.63 ± 1.31 15.2 ± 6.83 5.80 ± 1.13 16.10 ± 0.53 129.0 167.0
R-peak amplitude (µV) 8.60 ± 1.05 16.00 ± 4.13 8.30 ± 0.98 21.70 ± 0.71 413.0 501.0
Rhythm QT Interval (ms) 3.97 ± 0.03 6.05 ± 0.39 3.62 ± 0.03 5.82 ± 0.20 21.7 27.4
PR Interval (ms) 3.67 ± 0.21 5.60 ± 0.60 3.58 ± 0.60 5.80 ± 0.31 17.6 22.8
QRS duration (ms) 3.08 ± 0.12 4.33 ± 0.17 3.39 ± 0.06 4.49 ± 0.07 9.0 11.6
Heart Rate (beats per min) 0.31 ± 0.01 0.40 ± 0.02 0.18 ± 0.01 0.6 ± 0.1 8.6 11.1
J-point elevation (µV) 10.50 ± 0.31 14.10 ± 0.50 7.90 ± 0.19 10.70 ± 0.24 22.2 29.0
T-wave amplitude (µV) 11.50 ± 0.43 25.00 ± 5.55 9.40 ± 0.41 19.40 ± 1.79 129.0 167.0
R-peak amplitude (µV) 20.10 ± 0.70 33.00 ± 4.54 17.4 ± 0.55 51.00 ± 13.21 413.0 501.0