Deep-Learning-Based Estimation of the Spatial QRS-T Angle from Reduced-Lead ECGs

Deep-Learning-Based Estimation of the Spatial QRS-T Angle from Reduced-Lead ECGs

The spatial QRS-T angle is a promising health indicator for risk stratification of sudden cardiac death (SCD). Thus far, the angle is estimated solely from 12-lead electrocardiogram (ECG) systems uncomfortable for ambulatory monitoring. Methods to estimate QRS-T angles from reduced-lead ECGs registe...

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Bibliographic Details
Main Authors: Ana Santos Rodrigues, Rytis Augustauskas, Mantas Lukoševičius, Pablo Laguna, Vaidotas Marozas
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
wearable devices
consumer healthcare devices
cardiovascular heath assessment
unobtrusive monitoring
machine learning
regression
Online Access:https://www.mdpi.com/1424-8220/22/14/5414

Internet

https://www.mdpi.com/1424-8220/22/14/5414

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