Reconstructing 12-lead surface electrocardiogram from reduced lead sets: An encoder-decoder convolutional neural network approach

D EPMoghaddam, A Banta, A Post… - Available at SSRN …, 2023 - papers.ssrn.com
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 …

The implications of the lead theory on the patch ecg devices positioning and measurement

I Tomasic, A Rashkovska, R Trobec… - World Congress on …, 2019 - Springer
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 …

State-Space versus Linear Regression Models between ECG Leads

I Tomasic, R Trobec, M Lindén - 2021 44th International …, 2021 - ieeexplore.ieee.org
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 …

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 …