Clinical sudden cardiac death risk prediction: A grid search support vector machine multimodel base on ventricular fibrillation visualization features

Chao Xin Xie; Liang Hung Wang; Yan Ting Yu; Lin Juan Ding; Tao Yang; I. Chun Kuo; Xin Kang Wang; Jie Gao; Patricia Angela R. Abu

doi:10.1016/j.compeleceng.2024.110022

Clinical sudden cardiac death risk prediction: A grid search support vector machine multimodel base on ventricular fibrillation visualization features

Chao Xin Xie, Liang Hung Wang, Yan Ting Yu, Lin Juan Ding, Tao Yang, I. Chun Kuo, Xin Kang Wang, Jie Gao, Patricia Angela R. Abu

Department of Information Systems and Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	110022
Journal	Computers and Electrical Engineering
Volume	123
DOIs	https://doi.org/10.1016/j.compeleceng.2024.110022
State	Published - Apr 2025

ASJC Scopus Subject Areas

Control and Systems Engineering
General Computer Science
Electrical and Electronic Engineering

Keywords

ECG
SVM
Sudden cardiac death prediction
Visualizing feature

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10.1016/j.compeleceng.2024.110022

Cite this

Xie, C. X., Wang, L. H., Yu, Y. T., Ding, L. J., Yang, T., Kuo, I. C., Wang, X. K., Gao, J., & Abu, P. A. R. (2025). Clinical sudden cardiac death risk prediction: A grid search support vector machine multimodel base on ventricular fibrillation visualization features. Computers and Electrical Engineering, 123, Article 110022. https://doi.org/10.1016/j.compeleceng.2024.110022

@article{82bb7e6f502446269e6811749e08055b,

title = "Clinical sudden cardiac death risk prediction: A grid search support vector machine multimodel base on ventricular fibrillation visualization features",

keywords = "ECG, SVM, Sudden cardiac death prediction, Visualizing feature",

author = "Xie, \{Chao Xin\} and Wang, \{Liang Hung\} and Yu, \{Yan Ting\} and Ding, \{Lin Juan\} and Tao Yang and Kuo, \{I. Chun\} and Wang, \{Xin Kang\} and Jie Gao and Abu, \{Patricia Angela R.\}",

note = "Publisher Copyright: {\textcopyright} 2024",

year = "2025",

month = apr,

doi = "10.1016/j.compeleceng.2024.110022",

language = "English",

volume = "123",

journal = "Computers and Electrical Engineering",

issn = "0045-7906",

publisher = "Elsevier Ltd",

}

TY - JOUR

T1 - Clinical sudden cardiac death risk prediction

T2 - A grid search support vector machine multimodel base on ventricular fibrillation visualization features

AU - Xie, Chao Xin

AU - Wang, Liang Hung

AU - Yu, Yan Ting

AU - Ding, Lin Juan

AU - Yang, Tao

AU - Kuo, I. Chun

AU - Wang, Xin Kang

AU - Gao, Jie

AU - Abu, Patricia Angela R.

PY - 2025/4

Y1 - 2025/4

KW - ECG

KW - SVM

KW - Sudden cardiac death prediction

KW - Visualizing feature

UR - https://www.scopus.com/pages/publications/85213084089

UR - https://www.scopus.com/inward/citedby.url?scp=85213084089&partnerID=8YFLogxK

U2 - 10.1016/j.compeleceng.2024.110022

DO - 10.1016/j.compeleceng.2024.110022

M3 - Article

AN - SCOPUS:85213084089

SN - 0045-7906

VL - 123

JO - Computers and Electrical Engineering

JF - Computers and Electrical Engineering

M1 - 110022

ER -

Clinical sudden cardiac death risk prediction: A grid search support vector machine multimodel base on ventricular fibrillation visualization features

ASJC Scopus Subject Areas

Keywords

Access to Document

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