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 7 大尺度下的心拍分类效果

Tab.7 Beat classification results of large-scale methods

心律类型 Spe/% Sen/% Pre/% F1/% N 99.21 99.12 99.39 99.25 S 98.54 93.29 93.42 93.36 V 99.48 96.75 98.73 97.73 F 98.53 85.36 94.71 89.79 Q 99.69 99.07 99.28 99.17