Accurate and reliable 3-lead to 12-lead ECG reconstruction methodology for remote health monitoring applications
Remote areas, generally, encounter scarcity of cardiologists and state-of-the-art facilities for
the treatment of cardiovascular diseases (CVD). However, aforementioned constraints can …
the treatment of cardiovascular diseases (CVD). However, aforementioned constraints can …
Reduced lead system selection methodology for reliable standard 12-lead reconstruction targeting personalised remote health monitoring applications
Advanced wireless technology, high speed internet facility and availability of other
communication systems can be used to provide the accessibility of state-of-the-art …
communication systems can be used to provide the accessibility of state-of-the-art …
Personalized reduced 3-lead system formation methodology for remote health monitoring applications and reconstruction of standard 12-lead system
Abstract Remote Health Monitoring (RHM) applications encounter limitations from
technological front viz. bandwidth, storage and transmission time and the medical science …
technological front viz. bandwidth, storage and transmission time and the medical science …
LSTM based Synthesis of 12-lead ECG Signal from a Reduced Lead Set
This paper presents a patient-specific approach for reconstructing the standard 12-lead ECG
from a minimal lead set. The 12-lead ECG signal acquisition impediment using ten …
from a minimal lead set. The 12-lead ECG signal acquisition impediment using ten …
Frank vectorcardiographic system from standard 12 lead ECG: An effort to enhance cardiovascular diagnosis
Background Vectorcardiogram (VCG) has been repeatedly found useful for clinical
investigations. It may not substitute but complement Standard 12-Lead (S12) ECG. There …
investigations. It may not substitute but complement Standard 12-Lead (S12) ECG. There …
Robust and accurate personalised reconstruction of standard 12-lead system from Frank vectorcardiographic system
S Maheshwari, A Acharyya, PE Puddu… - Computer Methods in …, 2016 - Taylor & Francis
In this article, we have proposed a robust and accurate method for the reconstruction of
standard 12-lead (S12) system from Frank vectorcardiographic (FV) system using …
standard 12-lead (S12) system from Frank vectorcardiographic (FV) system using …
Telemedicine in the Era of a Pandemic: Usefulness of a Novel Three-Lead ECG
MD Babic, S Veljkovic, J Lakcevic, R Babic, M Ostojic… - Diagnostics, 2023 - mdpi.com
The 12-lead electrocardiogram (ECG) is a first-line diagnostic tool for patients with cardiac
symptoms. As observed during the COVID-19 pandemic, the ECG is essential to the initial …
symptoms. As observed during the COVID-19 pandemic, the ECG is essential to the initial …
A lightweight piecewise linear synthesis method for standard 12-lead ECG signals based on adaptive region segmentation
This paper presents a lightweight synthesis algorithm, named adaptive region segmentation
based piecewise linear (ARSPL) algorithm, for reconstructing standard 12-lead …
based piecewise linear (ARSPL) algorithm, for reconstructing standard 12-lead …
Patient-specific 12-lead ECG reconstruction from sparse electrodes using independent component analysis
GR Tsouri, MH Ostertag - IEEE journal of biomedical and health …, 2013 - ieeexplore.ieee.org
We propose and evaluate a method of 12-lead electrocardiogram (ECG) reconstruction from
a three-lead set. The method makes use of independent component analysis and results in …
a three-lead set. The method makes use of independent component analysis and results in …
A novel method based on convolutional neural networks for deriving standard 12-lead ECG from serial 3-lead ECG
L Wang, W Zhou, Y Xing, N Liu… - Frontiers of Information …, 2019 - Springer
Reconstruction of a 12-lead electrocardiogram (ECG) from a serial 3-lead ECG has been
researched in the past to satisfy the need for more wearing comfort and ambulatory …
researched in the past to satisfy the need for more wearing comfort and ambulatory …