Methods for derivation of orthogonal leads from 12-lead electrocardiogram: A review

M Vozda, M Cerny - Biomedical signal processing and control, 2015 - Elsevier
Vectorcardiography (VCG), as an alternative to standard 12-lead electrocardiography
(ECG), represents the electrical activity of the heart. Previous studies on VCG document that …

Review of processing pathological vectorcardiographic records for the detection of heart disease

J Vondrak, M Penhaker - Frontiers in Physiology, 2022 - frontiersin.org
Vectorcardiography (VCG) is another useful method that provides us with useful spatial
information about the electrical activity of the heart. The use of vectorcardiography in clinical …

Automated identification of myocardial infarction using harmonic phase distribution pattern of ECG data

D Sadhukhan, S Pal, M Mitra - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Incorporation of automated electrocardiogram (ECG) analysis techniques in home
monitoring applications can ensure early detection of myocardial infarction (MI), thus …

EvoMBN: evolving multi-branch networks on myocardial infarction diagnosis using 12-lead electrocardiograms

W Liu, J Ji, S Chang, H Wang, J He, Q Huang - Biosensors, 2021 - mdpi.com
Multi-branch Networks (MBNs) have been successfully applied to myocardial infarction (MI)
diagnosis using 12-lead electrocardiograms. However, most existing MBNs share a fixed …

Multichannel multiscale two-stage convolutional neural network for the detection and localization of myocardial infarction using vectorcardiogram signal

J Karhade, SK Ghosh, P Gajbhiye, RK Tripathy… - Applied Sciences, 2021 - mdpi.com
Myocardial infarction (MI) occurs due to the decrease in the blood flow into one part of the
heart, and it further causes damage to the heart muscle. The 12-channel electrocardiogram …

Spatiotemporal differentiation of myocardial infarctions

H Yang, C Kan, G Liu, Y Chen - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Myocardial infarction (MI), also known as a heart attack, is the leading cause of death in the
US It often occurs due to the occlusion of coronary arteries, thereby leading to insufficient …

Spatiotemporal representation of cardiac vectorcardiogram (VCG) signals

H Yang, STS Bukkapatnam, R Komanduri - Biomedical engineering online, 2012 - Springer
Background Vectorcardiogram (VCG) signals monitor both spatial and temporal cardiac
electrical activities along three orthogonal planes of the body. However, the absence of …

Localization of myocardial infarction using a multi-branch weight sharing network based on 2-D vectorcardiogram

C He, M Liu, P Xiong, J Yang, H Du, J Xu, Z Hou… - … Applications of Artificial …, 2022 - Elsevier
Early diagnosis and localization of myocardial infarction (MI) assist clinicians in saving
numerous lives through the timely treatment for patients with MI. Vectorcardiogram (VCG) …

Automatic classification of myocardial infarction using spline representation of single-lead derived vectorcardiography

YH Chuang, CL Huang, WW Chang, JT Chien - Sensors, 2020 - mdpi.com
Myocardial infarction (MI) is one of the most prevalent cardiovascular diseases worldwide
and most patients suffer from MI without awareness. Therefore, early diagnosis and timely …

Localization of myocardial infarction with multi-lead bidirectional gated recurrent unit neural network

X Zhang, R Li, H Dai, Y Liu, B Zhou, Z Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Myocardial infarction (MI) is an acute disease. Early detection and early treatment are of
great significance for improving the health of people. In order to reduce the misdiagnosis …