Reconstructing 12-lead surface electrocardiogram from reduced lead sets: An encoder-decoder convolutional neural network approach
In this work, a patient-specific convolutional neural network (CNN) framework is investigated
to map a multivariate input to a multivariate output, namely synthesizing the standard 12 …
to map a multivariate input to a multivariate output, namely synthesizing the standard 12 …
The implications of the lead theory on the patch ecg devices positioning and measurement
Currently we are witnessing fast development of patch ECG devices, some of which have
already been extensively evaluated and shown to be useful for detecting arrhythmias. The …
already been extensively evaluated and shown to be useful for detecting arrhythmias. The …
State-Space versus Linear Regression Models between ECG Leads
The first attempts to modeling relationships between electrocardiographic leads, were based
on measuring lead vectors by using models of human torso (deterministic approach), and by …
on measuring lead vectors by using models of human torso (deterministic approach), and by …
Portable low-power system for continuous monitorization of the cardiovascular system
I Mansergas Fernández - 2021 - upcommons.upc.edu
In the last year, the appearance of a global pandemic due to the COVID-19 virus evidenced
one problem: the medical system is not prepared to treat a lot of people at the same time, as …
one problem: the medical system is not prepared to treat a lot of people at the same time, as …