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/pages/publications/85213084089#tab=citedBy

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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