Research Article

ECG Heartbeat Classification Based on an Improved ResNet-18 Model

Table 3

The number of heartbeats, retrieved from the MIT-BIH database and used in the experiments, for each AAMI heartbeat class.

AAMI heartbeat classNumber of heartbeats retrieved from MIT-BIHNumber of MIT-BIH heartbeats used as a test set

N73,56436,727
V24,12212,219
S3,8801,835
F586300
Q205
102,172 (in total)51,086 (in total)