An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram

An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram

This paper presents an automatic wearable electrocardiogram (ECG) classification and monitoring system with stacked denoising autoencoder (SDAE). We use a wearable device with wireless sensors to obtain the ECG data, and send these ECG data to a computer with Bluetooth 4.2. Then, these ECG data are...

Full description

Bibliographic Details
Main Authors: Yufa Xia, Huailing Zhang, Lin Xu, Zhifan Gao, Heye Zhang, Huafeng Liu, Shuo Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Stacked denoising autoencoder
wearable device
active learning
breaking-ties
modified breaking-ties
Online Access:https://ieeexplore.ieee.org/document/8300311/

Internet

https://ieeexplore.ieee.org/document/8300311/

Similar Items