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Improving deep-learning electrocardiogram classification with an effective coloring method
Wei Wen Chen,
Chien Chao Tseng
,
Ching Chun Huang
,
Henry Horng Shing Lu
*
*
此作品的通信作者
網路工程研究所
開源智能聯網研究中心
資訊科學與工程研究所
資訊工程學系
統計學研究所
研究成果
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引文 斯高帕斯（Scopus）
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Keyphrases
Deep Learning
100%
Coloring Technique
100%
Electrocardiogram Classification
100%
Effective Colouring
100%
Feature Enhancement
66%
Cardiovascular Disease Diagnosis
66%
Demographic Characteristics
66%
Colorization
66%
Cardiovascular Disease
33%
Causes of Mortality
33%
Waveform Analysis
33%
Arrhythmia
33%
Prediction Accuracy
33%
Clinical Outcomes
33%
Classification Problem
33%
Demographic Data
33%
Innovative Approach
33%
Waveform Modeling
33%
Classification Task
33%
Multi-class
33%
Color Space
33%
Statistical Features
33%
Characteristic Curve
33%
Training Model
33%
Color Features
33%
Clinical Information
33%
Waveform Shape
33%
Precision Medicine
33%
Shape Features
33%
Colour Use
33%
Improved Prediction
33%
Deep Learning Model
33%
Curving Performance
33%
Medical History
33%
Improved Diagnosis
33%
Demographic Information
33%
Electrocardiogram Analysis
33%
Operator Characteristics
33%
Color Correlation
33%
Computer Science
Prediction Accuracy
100%
Classification Problem
100%
Demographic Data
100%
Classification Task
100%
Statistical Feature
100%
color feature
100%
Characteristic Curve
100%
Training Model
100%
Deep Learning Model
100%
Precision Medicine
100%
Demographic Information
100%
Clinical Outcome
100%
Deep Learning Method
100%
Neuroscience
Cardiac Dysrhythmia
100%
Chemical Engineering
Deep Learning Method
100%