Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm

Abstract Background Signal delineation of a standard 12-lead electrocardiogram (ECG) is a decisive step for retrieving complete information and extracting signal characteristics for each lead in cardiology clinical practice. However, it is arduous to manually assess the leads, as a variety of signal...

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Bibliographic Details

Published in:	BMC Medical Informatics and Decision Making
Main Authors:	Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Prazna Paramitha Avi, Samuel Benedict Putra Teguh, Ade Iriani Sapitri, Bambang Tutuko, Firdaus Firdaus
Format:	Article
Language:	English
Published:	BMC 2023-07-01
Subjects:	12-lead electrocardiogram Bidirectional long short-term memory Convolutional neural network Delineation model ECG waveform Isoelectric line
Online Access:	https://doi.org/10.1186/s12911-023-02233-0