ResNet-50 for 12-Lead Electrocardiogram Automated Diagnosis

Table 1

Overview of various databases using ECG classification.

Database	Subjects	Records	Duration	Frequency (Hz)	Leads	References
MITBIH [9]	47	48	30 min	360	2	[10–13]
CPSC 2018 [7]	6877	6877	6–60 sec	500	12	[14–16]
PTB [19]	290	549	Not specified	1000	12	[18–20]
Fantasia [29]	40	40	120 min	250	Not specified	[23–25]
BIDMC [30]	Not specified	53	8 min	125	2	[26]