ECG & Deep Learning

Electrocardiogram (ECG) can be used in combination with deep learning techniques for biosignal analysis as a means for computer guided diagnosis. Here is the latest research on ECG and deep learning.

July 4, 2020
Open Access

Using ECG Machine Learning for Detection of Cardiovascular Disease in African American Men and Women: the Jackson Heart Study

MedRxiv : the Preprint Server for Health Sciences
J. PollardLarisa G Tereshchenko
June 23, 2020
Open Access

Role for machine learning in sex-specific prediction of successful electrical cardioversion in atrial fibrillation?

Open Heart
Nicklas VinterDorthe Svenstrup Møller
July 14, 2020

Electrocardiogram heartbeat classification based on a deep convolutional neural network and focal loss

Computers in Biology and Medicine
Taissir Fekih RomdhaneMohamed Atri
August 10, 2020

Analysis of autonomic nervous pattern in hypertension based on short-term heart rate variability

Biomedizinische Technik. Biomedical Engineering
Ruiqi ZhangWanhui Wen
July 28, 2020
Open Access

Association Between Heart Rate Variability and Decompression-Induced Physiological Stress

Frontiers in Physiology
Sergio Rhein SchiratoJosé Guilherme Chaui-Berlinck
June 21, 2020

Artificial Intelligence-Enabled ECG: a Modern Lens on an Old Technology

Current Cardiology Reports
Anthony H KashouPeter A Noseworthy
August 9, 2020

The use of multi-site photoplethysmography (PPG) as a screening tool for coronary arterial disease and atherosclerosis

Physiological Measurement
Victoria OuyangRichard Ribón Fletcher
August 10, 2020
Open Access

Machine learning-based prediction of acute coronary syndrome using only the pre-hospital 12-lead electrocardiogram

Nature Communications
Salah Al-ZaitiErvin Sejdić
June 23, 2020
Open Access

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks

Computers in Biology and Medicine
Ali Abbasian ArdakaniAfshin Mohammadi
June 12, 2020

ECG Language Processing (ELP): a New Technique to Analyze ECG Signals

Sajad MousaviU Rajendra Acharya
July 10, 2020
Open Access

Path to precision: prevention of post-operative atrial fibrillation

Journal of Thoracic Disease
Rinku SkariaZain Khalpey
August 6, 2020

Atrial Fibrillation Detection during Sepsis: Study on MIMIC III ICU Data

IEEE Journal of Biomedical and Health Informatics
Syed BasharKi Chon
June 24, 2020

Emerging Concepts and Applied Machine Learning Research in Patients with Drug-Induced Repolarization Disorders

Studies in Health Technology and Informatics
Mina BjelogrlicFrançois Girardin

Sign up to follow this feed and discover related papers.

Related Feeds

ALS: Therapies

Amyotrophic Lateral Sclerosis (ALS), also known as motor neuron disease, is associated with the death of neurons that control voluntary muscles. Discover the latest research on ALS therapies here.

Allogenic & Autologous Therapies

Allogenic therapies are generated in large batches from unrelated donor tissues such as bone marrow. In contrast, autologous therapies are manufactures as a single lot from the patient being treated. Here is the latest research on allogenic and autologous therapies.

Anthrax Vaccines

Three different types of anthrax vaccines are available; a live-attenuated, an alum-precipitated cell-free filtrate and a protein recombinant vaccine. The effectiveness between the three is uncertain, but the live-attenuated have shown to reduce the risk of anthrax with low adverse events. Here is the latest research on anthrax vaccines.

Anti-Arrhythmic Drug Therapies

Anti-arrhythmic drugs are used to prevent abnormal heart rhythms. These medications are used in conditions including, ventricular tachycardia, ventricular fibrillation and atrial fibrillation. Discover the latest research on anti-arrhythmic drug therapies here.

Antiarrhythmic Agents: Mechanisms of Action

Understanding the mechanism of action of antiarrhythmic agents is essential in developing new medications as treatment of cardiac arrhythmias is currently limited by the reduced availability of safe and effective drugs. Discover the latest research on Antiarrhythmic Agents: Mechanism of Action here.


Arrhythmias are abnormalities in heart rhythms, which can be either too fast or too slow. They can result from abnormalities of the initiation of an impulse or impulse conduction or a combination of both. Here is the latest research on arrhythmias.

Astrocytes in Repair & Regeneration

Astrocytes are glial cells found within the CNS and are able to regenerate new neurons. They become activated during CNS injury and disease. The activation leads to the transcription of new genes and the repair and regeneration of neurons. Discover the latest research on astrocytes in repair and regeneration here.

Atrial Fibrillation

Atrial fibrillation is a common arrhythmia that is associated with substantial morbidity and mortality, particularly due to stroke and thromboembolism. Here is the latest research.

Bacteriophage: Phage Therapy

Phage therapy uses bacterial viruses (bacteriophages) to treat bacterial infections and is widely being recognized as an alternative to antibiotics. Here is the latest research.

Biosensor Development & Applications

Biosensor development and applications describe recent progress in biosensor development and their applications in the field of antibiotics and metabolic engineering. Discover the latest research on biosensor development and applications in this feed.

© 2020 Meta ULC. All rights reserved