Research Article

ECG-Based Multiclass Arrhythmia Classification Using Beat-Level Fusion Network

Table 3

Comparing our work with the branch network in terms of classification performance.

ModelsMacro-AUC scores
AllDiag.Sub-diag.Super-diag.FormRhythm

BackboneNet0.9080.9240.9210.9190.8280.946
BLF-net0.9270.9380.9410.9360.8910.969

The best performance is highlighted in bold.