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Machine learning for early prediction of in‐hospital cardiac arrest in patients with acute coronary syndromes

Published:2021-02-14 Issue:3 Volume:44 Page:349-356
ISSN:0160-9289
Container-title:Clinical Cardiology
language:en
Short-container-title:Clin Cardiol

Author:

Wu Ting Ting¹,Lin Xiu Quan²,Mu Yan³,Li Hong³^ORCID,Guo Yang Song⁴

Affiliation:

1. The School of Nursing Fujian Medical University Fujian China

2. Department for Chronic and Noncommunicable Fujian Provincial Center for Disease Control and Prevention Fujian China

3. Department of Nursing Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital Fujian China

4. Department of Cardiovascular Medicine Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital Fujian China

Publisher

Wiley

Subject

Cardiology and Cardiovascular Medicine,General Medicine

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/clc.23541

Reference27 articles.

1. Annual Incidence of Adult and Pediatric In-Hospital Cardiac Arrest in the United States

2. A pragmatic checklist to identify pediatric ICU patients at risk for cardiac arrest or code bell activation

3. Using Electronic Health Record Data to Develop and Validate a Prediction Model for Adverse Outcomes in the Wards*

4. Predicting Cardiac Arrest on the Wards

5. A user-friendly risk-score for predicting in-hospital cardiac arrest among patients admitted with suspected non ST-elevation acute coronary syndrome – The SAFER-score

Cited by 24 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Development of early prediction model of in-hospital cardiac arrest based on laboratory parameters;BioMedical Engineering OnLine;2023-12-06

2. A hybrid machine learning and natural language processing model for early detection of acute coronary syndrome;Healthcare Analytics;2023-12

3. Predicting Cardiopulmonary Arrest with Digital Biomarkers: A Systematic Review;Journal of Clinical Medicine;2023-11-30

4. Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU;npj Digital Medicine;2023-11-23

5. Machine Learning Models Versus the National Early Warning Score System for Predicting Deterioration: Retrospective Cohort Study in the United Arab Emirates;JMIR AI;2023-11-06

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