Research Article
An Efficient Teager Energy Operator-Based Automated QRS Complex Detection
Table 1
Results of QRS detection in MIT-BIH Arrhythmia Database (MIT-AD).
| Case | TP + FN | TP | FN | FP | DER% | Se% | P+ | Acc% | Time (s) |
| 100 | 2273 | 2272 | 1 | 0 | 0.044 | 99.956 | 100.000 | 99.956 | 0.842011 | 101 | 1865 | 1866 | 0 | 1 | 0.054 | 100.000 | 99.946 | 99.946 | 0.831718 | 102 | 2187 | 2187 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.800651 | 103 | 2084 | 2083 | 1 | 0 | 0.048 | 99.952 | 100.000 | 99.952 | 0.832546 | 104 | 2229 | 2232 | 0 | 3 | 0.134 | 100.000 | 99.866 | 99.866 | 0.819847 | 105 | 2572 | 2584 | 12 | 4 | 0.619 | 99.538 | 99.845 | 99.385 | 0.821659 | 106 | 2027 | 2023 | 4 | 0 | 0.198 | 99.803 | 100.000 | 99.803 | 0.826349 | 107 | 2137 | 2134 | 3 | 0 | 0.141 | 99.860 | 100.000 | 99.860 | 0.831685 | 108 | 1763 | 1758 | 5 | 0 | 0.284 | 99.716 | 100.000 | 99.716 | 0.828862 | 109 | 2532 | 2527 | 5 | 0 | 0.198 | 99.803 | 100.000 | 99.803 | 0.839979 | 111 | 2124 | 2123 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.808473 | 112 | 2539 | 2539 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.822048 | 113 | 1795 | 1794 | 1 | 0 | 0.056 | 99.944 | 100.000 | 99.944 | 0.818563 | 114 | 1879 | 1856 | 23 | 0 | 1.239 | 98.776 | 100.000 | 98.776 | 0.80345 | 115 | 1953 | 1953 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.818539 | 116 | 2412 | 2389 | 23 | 0 | 0.963 | 99.046 | 100.000 | 99.046 | 1.321399 | 117 | 1535 | 1535 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.795675 | 118 | 2278 | 2279 | 0 | 1 | 0.044 | 100.000 | 99.956 | 99.956 | 0.082806 | 119 | 1987 | 1988 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.827755 | 121 | 1863 | 1862 | 1 | 0 | 0.054 | 99.946 | 100.000 | 99.946 | 0.804042 | 122 | 2476 | 2476 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.833951 | 123 | 1518 | 1517 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.816707 | 124 | 1619 | 1617 | 2 | 0 | 0.124 | 99.876 | 100.000 | 99.876 | 0.832643 | 200 | 2601 | 2601 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.79576 | 201 | 1963 | 1952 | 11 | 0 | 0.564 | 99.440 | 100.000 | 99.440 | 0.805514 | 202 | 2136 | 2116 | 19 | 0 | 0.898 | 99.110 | 100.000 | 99.110 | 0.810542 | 203 | 2980 | 2911 | 69 | 0 | 2.370 | 97.685 | 100.000 | 97.685 | 0.805071 | 205 | 2656 | 2653 | 3 | 0 | 0.113 | 99.887 | 100.000 | 99.887 | 0.818077 | 207 | 1860 | 1863 | 1 | 3 | 0.215 | 99.946 | 99.839 | 99.786 | 0.809665 | 208 | 2955 | 2935 | 20 | 0 | 0.681 | 99.323 | 100.000 | 99.323 | 0.814803 | 209 | 3005 | 3008 | 0 | 3 | 0.100 | 100.000 | 99.900 | 99.900 | 0.789794 | 210 | 2650 | 2628 | 22 | 2 | 0.913 | 99.170 | 99.924 | 99.095 | 0.813432 | 212 | 2748 | 2748 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.797922 | 213 | 3251 | 3243 | 8 | 0 | 0.247 | 99.754 | 100.000 | 99.754 | 0.826331 | 214 | 2262 | 2256 | 6 | 0 | 0.266 | 99.735 | 100.000 | 99.735 | 1.04979 | 215 | 3363 | 3358 | 5 | 0 | 0.149 | 99.851 | 100.000 | 99.851 | 0.796735 | 217 | 2208 | 2205 | 3 | 0 | 0.136 | 99.864 | 100.000 | 99.864 | 0.816972 | 219 | 2154 | 2154 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 1.032321 | 220 | 2048 | 2047 | 1 | 0 | 0.049 | 99.951 | 100.000 | 99.951 | 0.806677 | 221 | 2427 | 2423 | 4 | 0 | 0.165 | 99.835 | 100.000 | 99.835 | 0.817536 | 222 | 2483 | 2475 | 8 | 0 | 0.323 | 99.678 | 100.000 | 99.678 | 0.837608 | 223 | 2605 | 2594 | 11 | 0 | 0.424 | 99.578 | 100.000 | 99.578 | 0.79572 | 228 | 2053 | 2065 | 1 | 12 | 0.630 | 99.952 | 99.422 | 99.374 | 0.808852 | 230 | 2256 | 2256 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.806291 | 231 | 1571 | 1571 | 0 | 0 | — | 100.000 | 100.000 | 100.000 | 0.815568 | 232 | 1780 | 1786 | 0 | 4 | 0.224 | 100.000 | 99.777 | 99.777 | 0.802255 | 233 | 3079 | 3070 | 9 | 0 | 0.293 | 99.708 | 100.000 | 99.708 | 0.795327 | 234 | 2753 | 2750 | 3 | 0 | 0.109 | 99.891 | 100.000 | 99.891 | 0.80702 | Total | 109494 | 109262 | 285 | 33 | 0.291 | 99.740 | 99.970 | 99.710 | 0.81952 |
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