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Keyword: Myocardial Infarction
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Open AccessArticle
6 Pages, 379 KB Download PDF

CNN-LSTM Based Model for ECG Arrhythmias and Myocardial Infarction Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 601–606, 2020; DOI: 10.25046/aj050573
Abstract:

ECG analysis is commonly used by medical practitioners and cardiologists for monitoring cardiac health. A high-performance automatic ECG classification system is a challenging area because there is difficulty in detecting and clustering various waveforms in the signal, especially in the manual analysis of electrocardiogram (ECG) signals. In this paper, an accurate (ECG) classification and monitoring…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Bioinformatics (BIF))
Open AccessArticle
11 Pages, 1,285 KB Download PDF

A Holistic User Centric Acute Myocardial Infarction Prediction System With Model Evaluation Using Data Mining Techniques

Advances in Science, Technology and Engineering Systems Journal, Volume 3, Issue 6, Page # 56–66, 2018; DOI: 10.25046/aj030605
Abstract:

Acute Myocardial Infarction (Heart Attack), a Coronary Heart Disease (CHD) is one of the major killers worldwide. Around one thousand data has been collected from AMI patients, people are at risk of maybe a heart attack and individuals with the significant features closely related to heart attack. The sophistication in mobile technology, health care applications…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))

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