Subject-Independent per Beat PPG to Single-Lead ECG Mapping

Subject-Independent per Beat PPG to Single-Lead ECG Mapping

In this paper, a beat-based autoencoder is proposed for mapping photoplethysmography (PPG) to a single-lead electrocardiogram (single-lead ECG) signal. The main limiting factors represented in uncleaned data, subject dependency, and erroneous beat segmentation are regarded. The dataset is cleaned by...

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Bibliographic Details
Main Authors: Khaled M. Abdelgaber, Mostafa Salah, Osama A. Omer, Ahmed E. A. Farghal, Ahmed S. Mubarak
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Information
Subjects:
photoplethysmography
electrocardiogram
ECG reconstruction
biomedical wearable devices
Online Access:https://www.mdpi.com/2078-2489/14/7/377

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