An Interoperable System toward Cardiac Risk Stratification from ECG Monitoring

International Journal of Environmental Research and Public Health
Cristina Soguero-RuizJosé L Rojo-Álvarez

Abstract

Many indices have been proposed for cardiovascular risk stratification from electrocardiogram signal processing, still with limited use in clinical practice. We created a system integrating the clinical definition of cardiac risk subdomains from ECGs and the use of diverse signal processing techniques. Three subdomains were defined from the joint analysis of the technical and clinical viewpoints. One subdomain was devoted to demographic and clinical data. The other two subdomains were intended to obtain widely defined risk indices from ECG monitoring: a simple-domain (heart rate turbulence (HRT)), and a complex-domain (heart rate variability (HRV)). Data provided by the three subdomains allowed for the generation of alerts with different intensity and nature, as well as for the grouping and scrutinization of patients according to the established processing and risk-thresholding criteria. The implemented system was tested by connecting data from real-world in-hospital electronic health records and ECG monitoring by considering standards for syntactic (HL7 messages) and semantic interoperability (archetypes based on CEN/ISO EN13606 and SNOMED-CT). The system was able to provide risk indices and to generate alerts in the health re...Continue Reading

References

Nov 24, 1998·Circulation·D P Zipes, H J Wellens
Aug 3, 2001·European Heart Journal·S G PrioriD P Zipes
Mar 6, 2003·Cardiovascular Research·Mariah L Walker, David S Rosenbaum
Feb 27, 2004·Journal of Intensive Care Medicine·Eduardo S Antezano, Mauricio Hong
Jan 18, 2006·Journal of the American College of Cardiology·Sanjiv M Narayan
Nov 18, 2006·Medical & Biological Engineering & Computing·U Rajendra AcharyaJasjit S Suri
Dec 11, 2007·Journal of the American College of Cardiology·Derek V ExnerUNKNOWN REFINE Investigators
May 22, 2008·Journal of Interventional Cardiac Electrophysiology : an International Journal of Arrhythmias and Pacing·J KreuzJ O Schwab
Mar 17, 2009·Journal of Biomedical Informatics·Geraldine Wade, S Trent Rosenbloom
Jun 24, 2009·Health Information Management : Journal of the Health Information Management Association of Australia·Dennis WollersheimWenny Rahayu
Jul 7, 2009·International Journal of Environmental Research and Public Health·Po-Hsun ChengJin-Shin Lai
Nov 26, 2009·European Heart Journal·Domenico CorradoUNKNOWN Section of Sports Cardiology, European Association of Cardiovascular Prevention and Rehabilitation
Sep 26, 2012·IEEE Journal of Biomedical and Health Informatics·Gokce Banu LaleciAsuman Dogac
Feb 2, 2013·IEEE Transactions on Bio-medical Engineering·Cristina Soguero-RuizJosé L Rojo-Álvarez
Oct 11, 2013·IEEE Journal of Biomedical and Health Informatics·Nelia LasierraJosé García
Nov 15, 2013·International Journal of Environmental Research and Public Health·Chuan-Jun Su, Chang-Yu Chiang
Jan 22, 2014·International Journal of Environmental Research and Public Health·Shastri L Nimmagadda, Heinz V Dreher
Apr 1, 2014·Journal of Biomedical Informatics·Brian E DixonShaun J Grannis
May 3, 2014·International Journal of Environmental Research and Public Health·Iván CorredorJosé R Casar
May 9, 2014·IEEE Journal of Biomedical and Health Informatics·Thidarat Tinnakornsrisuphap, Richard E Billo
Sep 30, 2014·IEEE Journal of Biomedical and Health Informatics·Roberto SomolinosCarlos H Salvador
Oct 15, 2014·IEEE Journal of Biomedical and Health Informatics·Cristina Soguero-RuizRobert Jenssen
Jun 23, 2015·International Journal of Medical Informatics·Luis Marco-RuizJohan G Bellika
Feb 5, 2016·Europace : European Pacing, Arrhythmias, and Cardiac Electrophysiology : Journal of the Working Groups on Cardiac Pacing, Arrhythmias, and Cardiac Cellular Electrophysiology of the European Society of Cardiology·Kumar Narayanan, Sumeet S Chugh
Mar 17, 2016·International Journal of Medical Informatics·Bente Christensen, Gunnar Ellingsen
Aug 5, 2016·Yearbook of Medical Informatics·B MiddletonA Wright
Feb 12, 2017·Computer Methods and Programs in Biomedicine·J NovoC Calvo

❮ Previous
Next ❯

Citations

Jun 3, 2020·Physiological Measurement·Valeria BlesiusAndreas Dominik
Jun 15, 2019·Entropy·Mohammed El-YaagoubiJosé Luis Rojo-Álvarez

❮ Previous
Next ❯

Software Mentioned

MySQL
apache
Bootstrap
phpMyAdmin
RSEM
CT
WampServer
SNOMED
PHP

Related Concepts

Trending Feeds

COVID-19

Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Blastomycosis

Blastomycosis fungal infections spread through inhaling Blastomyces dermatitidis spores. Discover the latest research on blastomycosis fungal infections here.

Nuclear Pore Complex in ALS/FTD

Alterations in nucleocytoplasmic transport, controlled by the nuclear pore complex, may be involved in the pathomechanism underlying multiple neurodegenerative diseases including Amyotrophic Lateral Sclerosis and Frontotemporal Dementia. Here is the latest research on the nuclear pore complex in ALS and FTD.

Applications of Molecular Barcoding

The concept of molecular barcoding is that each original DNA or RNA molecule is attached to a unique sequence barcode. Sequence reads having different barcodes represent different original molecules, while sequence reads having the same barcode are results of PCR duplication from one original molecule. Discover the latest research on molecular barcoding here.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.

Evolution of Pluripotency

Pluripotency refers to the ability of a cell to develop into three primary germ cell layers of the embryo. This feed focuses on the mechanisms that underlie the evolution of pluripotency. Here is the latest research.

Position Effect Variegation

Position Effect Variagation occurs when a gene is inactivated due to its positioning near heterochromatic regions within a chromosome. Discover the latest research on Position Effect Variagation here.

STING Receptor Agonists

Stimulator of IFN genes (STING) are a group of transmembrane proteins that are involved in the induction of type I interferon that is important in the innate immune response. The stimulation of STING has been an active area of research in the treatment of cancer and infectious diseases. Here is the latest research on STING receptor agonists.

Microbicide

Microbicides are products that can be applied to vaginal or rectal mucosal surfaces with the goal of preventing, or at least significantly reducing, the transmission of sexually transmitted infections. Here is the latest research on microbicides.

Related Papers

Studies in Health Technology and Informatics
David MonerCarlos Parra
IEEE Transactions on Bio-medical Engineering
Cristina Soguero-RuizJosé L Rojo-Álvarez
Medical Science Monitor : International Medical Journal of Experimental and Clinical Research
Krzysztof KudryńskiJan Ruta
© 2022 Meta ULC. All rights reserved