A review of signal processing techniques for electrocardiogram signal quality assessment

U Satija, B Ramkumar… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
Electrocardiogram (ECG) signal quality assessment (SQA) plays a vital role in significantly
improving the diagnostic accuracy and reliability of unsupervised ECG analysis systems. In …

Machine learning and decision support in critical care

AEW Johnson, MM Ghassemi, S Nemati… - Proceedings of the …, 2016 - ieeexplore.ieee.org
Clinical data management systems typically provide caregiver teams with useful information,
derived from large, sometimes highly heterogeneous, data sources that are often changing …

Logistic regression-HSMM-based heart sound segmentation

DB Springer, L Tarassenko… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The identification of the exact positions of the first and second heart sounds within a
phonocardiogram (PCG), or heart sound segmentation, is an essential step in the automatic …

An open source benchmarked toolbox for cardiovascular waveform and interval analysis

AN Vest, G Da Poian, Q Li, C Liu… - Physiological …, 2018 - iopscience.iop.org
Objective: This work aims to validate a set of data processing methods for variability metrics,
which hold promise as potential indicators for autonomic function, prediction of adverse …

–Omic and electronic health record big data analytics for precision medicine

PY Wu, CW Cheng, CD Kaddi… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Objective: Rapid advances of high-throughput technologies and wide adoption of electronic
health records (EHRs) have led to fast accumulation of–omic and EHR data. These …

Signal quality assessment and lightweight QRS detection for wearable ECG SmartVest system

C Liu, X Zhang, L Zhao, F Liu, X Chen… - IEEE Internet of …, 2018 - ieeexplore.ieee.org
Recently, development of wearable and Internet of Things (IoT) technologies enables the
real-time and continuous individual electrocardiogram (ECG) monitoring. In this paper, we …

[HTML][HTML] Pulse arrival time as a surrogate of blood pressure

E Finnegan, S Davidson, M Harford, J Jorge… - Scientific reports, 2021 - nature.com
Various models have been proposed for the estimation of blood pressure (BP) from pulse
transit time (PTT). PTT is defined as the time delay of the pressure wave, produced by left …

Ventricular fibrillation and tachycardia classification using a machine learning approach

Q Li, C Rajagopalan, GD Clifford - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Correct detection and classification of ventricular fibrillation (VF) and rapid ventricular
tachycardia (VT) is of pivotal importance for an automatic external defibrillator and patient …

[HTML][HTML] A review of fetal ECG signal processing; issues and promising directions

R Sameni, GD Clifford - The open pacing, electrophysiology & …, 2010 - ncbi.nlm.nih.gov
The field of electrocardiography has been in existence for over a century, yet despite
significant advances in adult clinical electrocardiography, signal processing techniques and …

ECG signal quality during arrhythmia and its application to false alarm reduction

J Behar, J Oster, Q Li, GD Clifford - IEEE transactions on …, 2013 - ieeexplore.ieee.org
An automated algorithm to assess electrocardiogram (ECG) quality for both normal and
abnormal rhythms is presented for false arrhythmia alarm suppression of intensive care unit …