Research Article

ResNet-50 for 12-Lead Electrocardiogram Automated Diagnosis

Table 2

Description of each database’s characteristics.

DatabaseSourcesNumber of ECG recordingsLength of ECG recordings

CPSC 2018 [7]China Physiological Signal Challenge in 20186877
(i) M: 3699
(ii) F: 3178
6 s–60 s
CPSC 2018 EXTRA [7]3453
(i) M: 1843
(ii) F: 1610
6 s–60 s
PTB-XL [8]Physikalisch Technische Bundesanstalt21,837
(i) M: 11,379
(ii) F: 10,458
10 s
Georgia [7]Georgia10,344
(i) M: 5551
(ii) F: 4793
10 s