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Automated ECG interpretation

Automated ECG interpretation is the use of artificial intelligence and pattern recognition software and knowledge bases to carry out automatically… Expand
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AlgorithmArtificial intelligenceArtificial neural networkCluster analysis
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2018
Review
2018
Electrocardiogram Monitoring and Interpretation: From Traditional Machine Learning to Deep Learning, and Their Combination
Cardiac arrhythmia can lead to morbidity and mortality and is a substantial economic burden. Electrocardiogram (ECG) monitoring… Expand
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2018
2018
ECGNet: Deep Network for Arrhythmia Classification
Cardiac arrhythmias are presently diagnosed by manual interpretation of Electrocardiography (ECG) signals. Automated ECG… Expand
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2014
2014
Assessing the accuracy of limited lead recordings for the detection of Atrial Fibrillation
Atrial Fibrillation (AF) is a common cardiac arrhythmia which, if left untreated, can lead to ischaemic stroke. A number of low… Expand
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2013
2013
Entropy Criterion Based Delineation of QRS-Boundaries using PNN in Single-Lead Electrocardiogram
Volume 2, Issue 7, July 2013 Page 437 Abstract This paper is an attempt for the delineation of QRS-boundaries in… Expand
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2008
2008
VALUE OF AUTOMATED ECG INTERPRETATION IN DIAGNOSIS OF CARDIAC DISORDERS
Background: Electrocardiography (ECG) is a valuable device in the assessment of cardiovascular diseases. Recent medical software… Expand
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2008
2008
How a human ranks the ECG diagnostic parameters: The pursuit of experts’ preferences based on a hidden poll
The paper presents the methodology and results of the research of human expert preferences for particular diagnostic results… Expand
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1998
1998
QRS classification using adaptive Hermite decomposition and radial basis function network
The accurate QRS classification is essential for enhancing the performance of automated ECG interpretation system. The correct… Expand
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1992
1992
Statistical Techniques for Improving the Repeatability of Automated ECG Interpretation
The electrocardiogram is a recording of the electrical activity of the heart. By convention, 12 separate leads are studied from… Expand
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1974
1974
An economic analysis of an automated system for interpreting electrocardiograms
Abstract For the past year routine electrocardiograms (ECGs) from the Heart Station at U.S. Naval Hospital, San Diego, California… Expand
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1972
1972
REFLECTIONS ON THE INTRODUCTION OF AUTOMATED ECG INTERPRETATION
This paper briefly describes the technical aspects of ECG interpretation by computer, and thereafter discusses in detail the… Expand
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