Research Article
Shannon’s Energy Based Algorithm in ECG Signal Processing
Table 1
The QRS detection of ECG signal of the PTB database.
| Case | TP | FN | FP | DER% | Se% | +P | Acc |
| s0010_rem | 624 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0014lrem | 1987 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0015lrem | 1815 | 0 | 2 | 0.110 | 100.000 | 99.890 | 99.890 | s0017lrem | 1673 | 0 | 5 | 0.299 | 100.000 | 99.702 | 99.702 | s0020arem | 1906 | 4 | 21 | 1.312 | 99.791 | 98.910 | 98.705 | s0020brem | 1867 | 5 | 20 | 1.339 | 99.733 | 98.940 | 98.679 | s0021arem | 2207 | 1 | 0 | 0.045 | 99.955 | 100.000 | 99.955 | s0021brem | 2196 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0025lrem | 2382 | 6 | 0 | 0.252 | 99.749 | 100.000 | 99.749 | s0029lrem | 1638 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0031lrem | 2111 | 1 | 0 | 0.047 | 99.953 | 100.000 | 99.953 | s0035_rem | 552 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0036lrem | 2066 | 0 | 2 | 0.097 | 100.000 | 99.903 | 99.903 | s0037lrem | 1479 | 0 | 3 | 0.203 | 100.000 | 99.798 | 99.798 | s0038lrem | 1572 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0039lrem | 2088 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0042lrem | 1815 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0043lrem | 1212 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0044lrem | 1812 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0045lrem | 1968 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0046lrem | 1944 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0047lrem | 2651 | 1 | 0 | 0.038 | 99.962 | 100.000 | 99.962 | s0049lrem | 2040 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0050lrem | 1461 | 3 | 0 | 0.205 | 99.795 | 100.000 | 99.795 | s0051lrem | 1912 | 0 | 2 | 0.105 | 100.000 | 99.896 | 99.896 | s0052lrem | 1356 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0053lrem | 2148 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0054lrem | 1979 | 31 | 2 | 1.668 | 98.458 | 99.899 | 98.360 | s0055lrem | 1381 | 0 | 1 | 0.072 | 100.000 | 99.928 | 99.928 | s0056lrem | 1732 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0057lrem | 1896 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0058lrem | 2017 | 0 | 1 | 0.050 | 100.000 | 99.950 | 99.950 | s0059lrem | 1800 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0060lrem | 140 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0062lrem | 1488 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0063lrem | 1845 | 3 | 0 | 0.163 | 99.838 | 100.000 | 99.838 | s0064lrem | 1797 | 3 | 0 | 0.167 | 99.833 | 100.000 | 99.833 | s0065lrem | 1704 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0066lrem | 1513 | 0 | 1 | 0.066 | 100.000 | 99.934 | 99.934 | s0067lrem | 424 | 0 | 4 | 0.943 | 100.000 | 99.065 | 99.065 | s0068lrem | 1377 | 5 | 15 | 1.452 | 99.638 | 98.922 | 98.568 | s0069lrem | 1188 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0070lrem | 1983 | 0 | 1 | 0.050 | 100.000 | 99.950 | 99.950 | s0071lrem | 1848 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0072lrem | 2040 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0073lrem | 2125 | 5 | 0 | 0.235 | 99.765 | 100.000 | 99.765 | s0074lrem | 1140 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0075lrem | 1453 | 0 | 1 | 0.069 | 100.000 | 99.931 | 99.931 | s0076lrem | 1308 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0077lrem | 1692 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0078lrem | 1225 | 0 | 1 | 0.082 | 100.000 | 99.918 | 99.918 | s0079lrem | 1620 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0080lrem | 1556 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0082lrem | 1602 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0083lrem | 1465 | 1 | 0 | 0.068 | 99.932 | 100.000 | 99.932 | s0084lrem | 1464 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0085lrem | 1276 | 0 | 4 | 0.313 | 100.000 | 99.688 | 99.688 | s0097lrem | 2133 | 0 | 1 | 0.047 | 100.000 | 99.953 | 99.953 | s0101lrem | 1500 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0103lrem | 1273 | 0 | 2 | 0.157 | 100.000 | 99.843 | 99.843 | s0149lrem | 1572 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0152lrem | 1532 | 4 | 0 | 0.261 | 99.740 | 100.000 | 99.740 | s0087lrem | 1654 | 12 | 0 | 0.726 | 99.280 | 100.000 | 99.280 | s0088lrem | 1728 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0091lrem | 1380 | 1 | 1 | 0.145 | 99.928 | 99.928 | 99.855 | s0095lrem | 1797 | 3 | 0 | 0.167 | 99.833 | 100.000 | 99.833 | s0096lrem | 2603 | 1 | 0 | 0.038 | 99.962 | 100.000 | 99.962 | s0150lrem | 1583 | 1 | 0 | 0.063 | 99.937 | 100.000 | 99.937 | s0090lrem | 1358 | 0 | 2 | 0.147 | 100.000 | 99.853 | 99.853 | s0093lrem | 1249 | 0 | 1 | 0.080 | 100.000 | 99.920 | 99.920 | s0291lrem | 1548 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | s0292lrem | 1584 | 0 | 0 | 0.000 | 100.000 | 100.000 | 100.000 | Total | 119054 | 91 | 93 | 0.155 | 99.924 | 99.922 | 99.846 |
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