Table 4.
Proportion of recordings (%) | Recording length (s) | Hand corrected recordings (%) | Hand corrected beats (%) | # beats (after hand corrected) | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Challenge set | Sub-set | Data source | # patients | # recordings | Abnormal | Normal | Unsure | Min | Median | Max | Min | Median | Max | Total | ||
Training | training-a | MITHSDB | 121 | 409 | 67.5 | 28.4 | 4.2 | 9.3 | 35.6 | 36.5 | 28.9 | 11.6 | 12 | 37 | 78 | 14,559 |
training-b | AADHSDB | 106 | 490 | 14.9 | 60.2 | 24.9 | 5.3 | 8 | 8 | 32.9 | 25.9 | 4 | 9 | 15 | 3,353 | |
training-c | AUTHHSDB | 31 | 31 | 64.5 | 22.6 | 12.9 | 9.6 | 44.4 | 122.0 | 67.7 | 31.5 | 15 | 67 | 143 | 1,808 | |
training-d | UHAHSDB | 38 | 55 | 47.3 | 47.3 | 5.5 | 6.6 | 12.3 | 48.5 | 56.4 | 19.5 | 6 | 14 | 72 | 853 | |
training-e | DLUTHSDB | 356 | 2,141 | 6.8 | 83.2 | 9.9 | 8.1 | 21.1 | 101.7 | 17.1 | 12.7 | 4 | 27 | 174 | 59,635 | |
training-f | SUAHSDB | 112 | 114 | 27.2 | 68.4 | 4.4 | 29.4 | 31.7 | 59.6 | 35.1 | 16.9 | 7 | 39 | 75 | 4,259 | |
Total/Average | 764 | 3,240 | 17.7 | 71.1 | 11.2 | 5.3 | 20.8 | 122.0 | 22.8 | 13.8 | 4 | 26 | 174 | 84,467 | ||
Test | test-b | AADHSDB | 45 | 205 | 15.6 | 48.8 | 35.6 | 6.3 | 8 | 8 | 35.6 | 33.7 | 6 | 9 | 16 | 1,269 |
test-c | AUTHHSDB | 14 | 14 | 64.3 | 28.6 | 7.1 | 19.3 | 54.4 | 86.9 | 42.9 | 20.9 | 32 | 57 | 107 | 988 | |
test-d | UHAHSDB | 17 | 24 | 45.8 | 45.8 | 8.3 | 6.1 | 11.4 | 17.1 | 37.5 | 19.7 | 7 | 11 | 24 | 260 | |
test-e | DLUTHSDB | 153 | 901 | 6.5 | 84.7 | 8.8 | 8.1 | 21.8 | 103.6 | 13.2 | 10.4 | 3 | 28 | 169 | 26,724 | |
test-g | TUTHSDB | 44 | 174 | 12.1 | 54.6 | 33.3 | 15 | 15 | 15 | 33.3 | 31.2 | 9 | 18 | 29 | 2,048 | |
test-i | SSHHSDB | 35 | 35 | 60 | 34.3 | 5.7 | 15.0 | 31.7 | 68.8 | 22.9 | 26.4 | 18 | 36 | 59 | 1,286 | |
Total/Average | 308 | 1,353 | 11.3 | 72.8 | 15.9 | 6.1 | 17.7 | 103.6 | 20.2 | 14.3 | 3 | 24 | 169 | 32,575 |