Lead Analysis for the Classification of Multi-Label Cardiovascular Diseases and Neural Network Architecture Design

Tao Yang; Chao Xin Xie; Hui Ming Huang; Yu Wang; Ming Hui Fan; I. Chun Kuo; Tsung Yi Chen; Shih Lun Chen; Chiung An Chen; Patricia Angela R. Abu; Liang Hung Wang

doi:10.3390/electronics14163211

Lead Analysis for the Classification of Multi-Label Cardiovascular Diseases and Neural Network Architecture Design

Tao Yang, Chao Xin Xie, Hui Ming Huang, Yu Wang, Ming Hui Fan, I. Chun Kuo, Tsung Yi Chen, Shih Lun Chen, Chiung An Chen, Patricia Angela R. Abu, Liang Hung Wang

Department of Information Systems and Computer Science

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

Original language	English
Article number	3211
Journal	Electronics (Switzerland)
Volume	14
Issue number	16
DOIs	https://doi.org/10.3390/electronics14163211
State	Published - Aug 2025

ASJC Scopus Subject Areas

Control and Systems Engineering
Signal Processing
Hardware and Architecture
Computer Networks and Communications
Electrical and Electronic Engineering

Keywords

12-lead ECG
arrhythmia detection
lead grouping
multi-label classification

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.3390/electronics14163211

Cite this

@article{06e0e4cf98e54ad4903444fee64bba67,

title = "Lead Analysis for the Classification of Multi-Label Cardiovascular Diseases and Neural Network Architecture Design",

keywords = "12-lead ECG, arrhythmia detection, lead grouping, multi-label classification",

author = "Tao Yang and Xie, \{Chao Xin\} and Huang, \{Hui Ming\} and Yu Wang and Fan, \{Ming Hui\} and Kuo, \{I. Chun\} and Chen, \{Tsung Yi\} and Chen, \{Shih Lun\} and Chen, \{Chiung An\} and Abu, \{Patricia Angela R.\} and Wang, \{Liang Hung\}",

note = "Publisher Copyright: {\textcopyright} 2025 by the authors.",

year = "2025",

month = aug,

doi = "10.3390/electronics14163211",

language = "English",

volume = "14",

journal = "Electronics (Switzerland)",

issn = "2079-9292",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

number = "16",

}

TY - JOUR

T1 - Lead Analysis for the Classification of Multi-Label Cardiovascular Diseases and Neural Network Architecture Design

AU - Yang, Tao

AU - Xie, Chao Xin

AU - Huang, Hui Ming

AU - Wang, Yu

AU - Fan, Ming Hui

AU - Kuo, I. Chun

AU - Chen, Tsung Yi

AU - Chen, Shih Lun

AU - Chen, Chiung An

AU - Abu, Patricia Angela R.

AU - Wang, Liang Hung

PY - 2025/8

Y1 - 2025/8

KW - 12-lead ECG

KW - arrhythmia detection

KW - lead grouping

KW - multi-label classification

UR - https://www.scopus.com/pages/publications/105014462230

UR - https://www.scopus.com/inward/citedby.url?scp=105014462230&partnerID=8YFLogxK

U2 - 10.3390/electronics14163211

DO - 10.3390/electronics14163211

M3 - Article

AN - SCOPUS:105014462230

SN - 2079-9292

VL - 14

JO - Electronics (Switzerland)

JF - Electronics (Switzerland)

IS - 16

M1 - 3211

ER -

Lead Analysis for the Classification of Multi-Label Cardiovascular Diseases and Neural Network Architecture Design

ASJC Scopus Subject Areas

Keywords

UN SDGs

Access to Document

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