Arrhythmia Classification Algorithm Based on a Two-Dimensional Image and Modified EfficientNet

Table 1

MIT-BIH arrhythmia database.

Type	Records	Number of beats
NOR	100, 101, 103, 105, 108, 112, 113, 114, 115, 117, 121, 122, 123, 202, 205, 219, 230, 234	75,016
PVC	106, 116, 119, 200, 201, 203, 208, 210, 213, 215, 221, 228, 233	7,130
PAB	102, 104, 107, 217	7,024
RBBB	118, 124, 212, 231	7,256
LBBB	109, 111, 207, 213	8,072
APC	209, 220, 222, 223, 232	2,544
VFW	207	472
VEB	207	106
Total		107,620