IEEE - Institute of Electrical and Electronics Engineers, Inc. - Localization of Origins of Premature Ventricular Contraction by Means of Convolutional Neural Network From 12-Lead ECG

Author(s): Ting Yang ; Long Yu ; Qi Jin ; Liqun Wu ; Bin He
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2018
Volume: 65
Page(s): 1,662 - 1,671
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2017.2756869
Regular:

Objective: This paper proposes a novel method to localize origins of premature ventricular contractions (PVCs) from 12-lead electrocardiography (ECG) using convolutional neural network (CNN) and a... View More

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