Automatic Detection of Short-Term Atrial Fibrillation Segments Based on Frequency Slice Wavelet Transform and Machine Learning Techniques

Automatic Detection of Short-Term Atrial Fibrillation Segments Based on Frequency Slice Wavelet Transform and Machine Learning Techniques

Atrial fibrillation (AF) is the most frequently encountered cardiac arrhythmia and is often associated with other cardiovascular and cerebrovascular diseases, such as ischemic heart disease, chronic heart failure, and stroke. Automatic detection of AF by analyzing electrocardiogram (ECG) signals has...

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Bibliographic Details
Main Authors: Yaru Yue, Chengdong Chen, Pengkun Liu, Ying Xing, Xiaoguang Zhou
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
atrial fibrillation
electrocardiogram
P-QRS-T
frequency slice wavelet transform
machine learning
Gaussian-kernel support vector machine
Online Access:https://www.mdpi.com/1424-8220/21/16/5302

Internet

https://www.mdpi.com/1424-8220/21/16/5302

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