Classification of Bundle Branch Blocks with QRS Templates Extracted from 12-lead ECGs

Classification of Bundle Branch Blocks with QRS Templates Extracted from 12-lead ECGs

Being non-invasive, cheap and widely available, the 12-lead electrocardiogram (ECG) is a standard method to assess cardiac function. Still, its reliable interpretation requires specialized knowledge and experience, rendering a second opinion valuable. We evaluated the performance of machine learning...

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Bibliographic Details
Main Authors: Welle Hannes, Nagel Claudia, Loewe Axel, Mikut Ralf, Dössel Olaf
Format: Article
Language:English
Published: De Gruyter 2021-10-01
Series:Current Directions in Biomedical Engineering
Subjects:
12 lead ecg
qrs
classification
bundle branch block
preprocessing
machine learning
Online Access:https://doi.org/10.1515/cdbme-2021-2148

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