Table 1 The number of 10-second raw noisefree ECG segments and duration from ECG-ID, BIDMC, CINC-2011, CINC-2014, MIT-BIH noise stress, TeleECG and MIT-BIH arrhythmia datasets.
From: Design and evaluation of a knowledge-based ECG noise filtering framework
Dataset | No. of segments | Total recording length (hour) | Sampling frequency (Hz) |
|---|---|---|---|
ECG-ID | 128 | 0.356 | 500 |
BIDMC | 2372 | 6.589 | 125 |
CINC-2011 | 1022 | 2.839 | 500 |
CINC-2014 | 4871 | 13.531 | 250 |
MIT-BIH noise stress | 1740 | 4.833 | 360 |
TeleECG | 231 | 0.642 | 500 |
MIT-BIH arrhythmia | 8503 | 23.619 | 360 |
Total number of 10s segments for individual types of signal | Â | ||
Signal types | No. of segments | Total recording length (hour) | |
Noise-free ECG | 5319 | 14.775 | |
ECG+BW | 4240 | 11.778 | |
ECG+EM | 4851 | 13.475 | |
ECG+MA | 4386 | 12.183 | |
Total (4Ns) | 17127 | 47.575 | |
