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Classification of Cardiac Arrhythmia of 12 Lead ECG Using Combination of SMOTEENN, XGBoost and Machine Learning Algorithms

International Symposium on Embedded Computing and System Design, 2019
Cardiac Arrhythmia is one of those common diseases leading to severe health problems for patients and even sudden death in some cases. Early detection of arrhythmias has a great role in saving lives which can be achieved by analyzing and classifying ECG ...
B R Manju, Anju R Nair
semanticscholar   +1 more source

Common cardiac arrhythmias

Nursing Standard, 2002
The interpretation of cardiac arrhythmias plays an important role in the diagnosis of cardiac disorders. Helen Hand examines the physiology of the heart, the electrical conduction mechanism, cardiac rhythm disorders and cardiac monitoring.
openaire   +5 more sources

Caffeine and Cardiac Arrhythmias

Annals of Internal Medicine, 1988
To review the evidence supporting the belief that caffeine causes cardiac arrhythmias.Studies published since 1982 identified through computerized searches of MEDLINE, TOXLINE, and Chemical Abstracts and a review of bibliographies of relevant articles on the subject of caffeine and cardiac arrhythmias.All clinical studies examining caffeine as a cause ...
openaire   +5 more sources

A Wearable Auto-Patient Adaptive ECG Processor for Shockable Cardiac Arrhythmia

International Symposium on Security in Computing and Communications, 2018
A non-machine learning patient-specific shockable cardiac arrhythmia (SCA) classification processor based on single lead electrocardiogram (ECG) is presented. The proposed SCA detection processor integrates a hardware-efficient reduced-set-of-five (RSF5)
S. Abubakar   +3 more
semanticscholar   +1 more source

A new transfer learning approach to detect cardiac arrhythmia from ECG signals

Signal, Image and Video Processing, 2022
Mohebbanaaz, L. Kumar, Y. Sai
semanticscholar   +1 more source

Prediction and Classification of Cardiac Arrhythmia

Advances in Intelligent Systems and Computing, 2021
Aashuli Gupta   +4 more
semanticscholar   +1 more source

Alcohol and Cardiac Arrhythmias

Alcoholism: Clinical and Experimental Research, 1998
Chronic alcohol overconsumption increases the risk for sudden death presumably due to ventricular arrhythmias. This paper is a review of the mechanisms behind alcohol‐induced arrhythmias and describe the incidence of alcohol‐related ventricular arrhythmias.
openaire   +3 more sources

Cholesterol and cardiac arrhythmias

Expert Review of Cardiovascular Therapy, 2010
Cardiac arrhythmias are a leading cause of morbidity and mortality in the Western world. Ventricular arrhythmias are reportedly responsible for the majority of sudden cardiac deaths and atrial fibrillation is responsible for 15% of all strokes in the USA. Recent evidence suggests a role for cholesterol in the development of these arrhythmias.
Stephan Hatem   +4 more
openaire   +3 more sources

Cardiac Arrhythmias in Children

Annual Review of Medicine, 1984
Recent interest in cardiac arrhythmias in children has been stimulated by a growing awareness of primary rhythm disorders in children, by the appearance of rhythm disorders following repair of many congenital heart defects, and by recent developments in clinical electrophysiology. This chapter focuses on developmental clinical cardiac electrophysiology,
A Rosenthal   +2 more
openaire   +3 more sources

A framework for cardiac arrhythmia detection from IoT-based ECGs

World wide web (Bussum), 2020
Jinyuan He   +5 more
semanticscholar   +1 more source

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