Reconstruction of 12-Lead Electrocardiogram from a Three-Lead Patch-Type Device Using a LSTM Network

Reconstructing a standard 12-lead electrocardiogram (ECG) from signals received from electrodes packed into a patch-type device is a challenging task in the field of medical instrumentation. All attempts to obtain a clinically valid 12-lead ECG using a patch-type device were not satisfactory. In thi...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 20; no. 11; p. 3278
Main Authors:	Sohn, Jangjay, Yang, Seungman, Lee, Joonnyong, Ku, Yunseo, Kim, Hee Chan
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 09.06.2020 MDPI
Subjects:	Algorithms Data processing Electrocardiography Electrocardiography - instrumentation Electrodes Heart Humans hypertension Linear Models LSTM network Neural networks Noise patch-type device Patients reconstructed electrocardiogram Regression analysis synthesized ECG ubiquitous healthcare United States > US South Korea cardiovascular monitoring ubiquitous healthcare LSTM network reconstructed electrocardiogram patch-type device hypertension synthesized ECG
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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