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 9 基于5折交叉验证的模型分类性能波动范围

Tab.9 Model classification performance fluctuation range based on 5-fold cross-validation

心律类型 Sen/% F1/% Spe/% N ±0.24 ±0.27 ±0.13 S ±0.41 ±0.52 ±0.24 V ±0.39 ±0.57 ±0.19 F ±0.87 ±0.93 ±0.95 Q ±0.23 ±0.21 ±0.15