Early Ventricular Fibrillation Prediction Based on Topological Data Analysis of ECG Signal

Early Ventricular Fibrillation Prediction Based on Topological Data Analysis of ECG Signal

Early ventricular fibrillation (VF) prediction is critical for prevention of sudden cardiac death, and can improve patient survival. Generally, electrocardiogram (ECG) signal features are extracted to predict VF, a process which plays an important role in prediction accuracy. Therefore, this study f...

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Bibliographic Details
Main Authors: Tianyi Ling, Ziyu Zhu, Yanbing Zhang, Fangfang Jiang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
ventricular fibrillation
phase space reconstruction
topological data analysis
persistent homology
electrocardiogram signal
Online Access:https://www.mdpi.com/2076-3417/12/20/10370

Internet

https://www.mdpi.com/2076-3417/12/20/10370

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