Machine learning-based prediction of acute coronary syndrome using only the pre-hospital 12-lead electrocardiogram
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Title
Machine learning-based prediction of acute coronary syndrome using only the pre-hospital 12-lead electrocardiogram
Authors
Keywords
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Journal
Nature Communications
Volume 11, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-08-07
DOI
10.1038/s41467-020-17804-2
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- (2018) Emelia J. Benjamin et al. CIRCULATION
- Fourth universal definition of myocardial infarction (2018)
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- Multiscale Energy and Eigenspace Approach to Detection and Localization of Myocardial Infarction
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- (2015) Salah S. Al-Zaiti et al. JOURNAL OF ELECTROCARDIOLOGY
- High-sensitivity cardiac troponin I at presentation in patients with suspected acute coronary syndrome: a cohort study
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- Update on acute coronary syndromes: the pathologists' view
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- ECG Analysis Using Multiple Instance Learning for Myocardial Infarction Detection
- (2012) Li Sun et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
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- (2012) Elizabeth G. Nabel et al. NEW ENGLAND JOURNAL OF MEDICINE
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- (2010) Muhammad Arif et al. JOURNAL OF MEDICAL SYSTEMS
- Acute Coronary Syndromes: Diagnosis and Management, Part I
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- (2008) Jakob L. Forberg et al. JOURNAL OF ELECTROCARDIOLOGY
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