Multi‐modality machine learning approach for risk stratification in heart failure with left ventricular ejection fraction ≤ 45%-Reference-Cited by-同舟云学术

Multi‐modality machine learning approach for risk stratification in heart failure with left ventricular ejection fraction ≤ 45%

Published:2020-10-23 Issue:6 Volume:7 Page:3716-3725
ISSN:2055-5822
Container-title:ESC Heart Failure
language:en
Short-container-title:ESC Heart Failure

Author:

Tse Gary¹²³^ORCID,Zhou Jiandong⁴,Woo Samuel Won Dong⁵,Ko Ching Ho⁵,Lai Rachel Wing Chuen⁵,Liu Tong²,Liu Yingzhi⁶,Leung Keith Sai Kit⁷,Li Andrew⁸,Lee Sharen⁵,Li Ka Hou Christien⁹,Lakhani Ishan²,Zhang Qingpeng⁴

Affiliation:

1. Xiamen Cardiovascular Hospital Xiamen University Xiamen China

2. Tianjin Key Laboratory of Ionic‐Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology Second Hospital of Tianjin Medical University Tianjin 300211 China

3. Faculty of Health and Medical Sciences University of Surrey GU2 7AL Guildford UK

4. School of Data Science City University of Hong Kong Hong Kong SAR China

5. Laboratory of Cardiovascular Physiology Li Ka Shing Institute of Health Sciences Hong Kong China

6. Department of Anaesthesia and Intensive Care, Faculty of Medicine Chinese University of Hong Kong Hong Kong SAR China

7. Aston Medical School Aston University Birmingham UK

8. Faculty of Science University of Calgary Calgary AB Canada

9. Faculty of Medicine Newcastle University Newcastle UK

Publisher

Wiley

Subject

Cardiology and Cardiovascular Medicine

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/ehf2.12929

Reference41 articles.

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2. Heart Failure–Associated Hospitalizations in the United States

3. A Multibiomarker Approach to Heart Failure Prognostication;Filippi CR;A Work in Progress,2017

4. Reactive Oxygen Species, Endoplasmic Reticulum Stress and Mitochondrial Dysfunction: The Link with Cardiac Arrhythmogenesis

5. Left ventricular global longitudinal strain in patients with heart failure with preserved ejection fraction: outcomes following an acute heart failure hospitalization

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