Using the Redundant Convolutional Encoder–Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device

Using the Redundant Convolutional Encoder–Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device

Long-term electrocardiogram (ECG) recordings while performing normal daily routines are often corrupted with motion artifacts, which in turn, can result in the incorrect calculation of heart rates. Heart rates are important clinical information, as they can be used for analysis of heart-rate variabi...

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Bibliographic Details
Main Authors: Natasa Reljin, Jesus Lazaro, Md Billal Hossain, Yeon Sik Noh, Chae Ho Cho, Ki H. Chon
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
denoising algorithm
redundant convolutional encoder–decoder (R-CED)
wearable devices
electrocardiogram (ECG)
motion artifacts
signal-to-noise ratio (SNR)
Online Access:https://www.mdpi.com/1424-8220/20/16/4611

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https://www.mdpi.com/1424-8220/20/16/4611

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