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. 2018 Jan 27;18(2):372. doi: 10.3390/s18020372

Table 7.

Comparative study of AccID for our best ID model (validation results) and the results reported by other authors over databases with different number of subjects (the databases’ abbreviations are cited according to their reference in the source publication). The information about single or multiple recordings per patient (srpp or mrpp) and the interval between T1 and T2 (in case of mrpp) is provided.

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.