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 4 不同评价指标下的分类结果

Tab.4 Classification results over different evaluation metrics

心律类型 Spe/% Sen/% Pre/% F1/% N 98.25 99.84 99.64 99.74 S 99.90 94.37 95.94 95.15 V 99.94 98.19 99.12 98.65 F 99.97 88.89 95.60 92.12 Q 99.99 99.81 99.81 99.75