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)

Access to Document

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/pages/publications/105014462230#tab=citedBy

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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