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 1 数据增强前训练集和测试集的心拍数量对比
Tab.1 Comparison of number of heartbeats in training and test sets before data augment
心律类型 Nb
训练集 测试集 总计
N 72379 18140 90519
S 2206 551 2757
V 5762 1378 7140
F 629 171 800
Q 6424 1610 8034