Table 7.
No | Study | Database (DB) | Nb Subjects | Recording Sessions | AccID (%) |
---|---|---|---|---|---|
1 | [9] | PTB DB: Test set 1 | 14 | single day (mrpp) | 100 |
PTB DB: Test set 2 | 6 | different days (mrpp, several months) | 83.3 | ||
2 | [10] | Physionet human-ID | 89 | mrpp, 16 months | 96 |
MIT-BIH (NSR) | 18 | srpp | 95 | ||
MIT-BIH (Arrhythmia) | 47 | srpp | 98.5 | ||
Own DB (Mobile phone) | 30 | srpp | 99 | ||
3 | [16] | Own DB | 20 | different days (mrpp, 6 weeks) | 100 |
4 | [17] | Own DB | 9 | mrpp, single day | 87.9 * |
5 | [18] | Own DB | 29 | mrpp, single day | 100 |
6 | [19] | PTB DB | 14 | mrpp, from single day to several months | 100 |
7 | [20] | PTB DB | 14 | mrpp, from single day to several months | 100 |
8 | [21] | Own DB | 14 | mrpp, 16 months | 94 |
9 | [22] | Own DB | 11 | mrpp, 16 months | 91.4 |
10 | [23] | ILSA DB | 49 | mrpp, 5 years | 77.6 |
PTB DB | 14 | mrpp, from single day to several months | 92.9 | ||
11 | [24] | Own DB | 74 | mrpp, 16 months | 98.1 |
12 | [25] | Own DB | 9 | srpp | 90 |
13 | [26] | MIT-BIH | 18 | srpp | 100 |
PTB DB | 13 | mrpp, from single day to several months | 100 | ||
14 | [27] | Own DB | 16 | srpp | 94.3 |
15 | [28] | MIT-BIH | 89 | srpp | 100 |
Own DB | 50 | srpp | 89 | ||
16 | This study | Own DB | 10 | mrpp, 1 to 2 years | 98.4 |
20 | mrpp, 1 to 2 years | 97.2 | |||
50 | mrpp, 1 to 2 years | 94.5 | |||
100 | mrpp, 1 to 2 years | 91.7 | |||
230 | mrpp, 1 to 2 years | 87.4 |
* Note: AccID is originally reported as the proportion of beats correctly assigned to the respective patient, in the range between 76.1% and 99.6%. The mean value is used for comparison.