基于并行架构和时空注意力机制的心电分类方法

彭向东,潘从成,柯泽浚,朱华强,周肖

Classification method for electrocardiograph signals based on parallel architecture model and spatial-temporal attention mechanism

Xiang-dong PENG,Cong-cheng PAN,Ze-jun KE,Hua-qiang ZHU,Xiao ZHOU

表 6 小尺度方法的心拍分类结果

Tab.6 Beat classification results of small-scale methods

心律类型 Spe/% Sen/% Pre/% F1/% N 98.15 98.31 99.43 98.87 S 97.41 92.05 93.14 92.59 V 99.37 97.11 98.13 97.62 F 98.42 85.07 94.39 89.49 Q 99.71 98.27 99.43 98.85