Impact of Data Transformation: An ECG Heartbeat Classification Approach

Impact of Data Transformation: An ECG Heartbeat Classification Approach

Cardiovascular diseases continue to be a significant global health threat. The electrocardiogram (ECG) signal is a physiological signal that plays a major role in preventing severe and even fatal heart diseases. The purpose of this research is to explore a simple mathematical feature transformation...

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Bibliographic Details
Main Authors:	Yongbo Liang, Ahmed Hussain, Derek Abbott, Carlo Menon, Rabab Ward, Mohamed Elgendi
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2020-12-01
Series:	Frontiers in Digital Health
Subjects:	feature mapping feature representation feature transformation feature conversion feature restructuring data Wrangling
Online Access:	https://www.frontiersin.org/articles/10.3389/fdgth.2020.610956/full

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