Derivation of an electronic frailty index for predicting short‐term mortality in heart failure: a machine learning approach

Author:

Ju Chengsheng1,Zhou Jiandong2,Lee Sharen3,Tan Martin Sebastian4,Liu Tong5,Bazoukis George6,Jeevaratnam Kamalan7,Chan Esther W.Y.8,Wong Ian Chi Kei18,Wei Li1,Zhang Qingpeng2,Tse Gary57ORCID

Affiliation:

1. Research Department of Practice and Policy, School of Pharmacy University College London London UK

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

3. Cardiovascular Analytics Group, Laboratory of Cardiovascular Physiology, LKS Institute of Health Sciences Chinese University of Hong Kong Hong Kong SAR China

4. Faculty of Arts and Science University of Toronto Toronto Ontario Canada

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

6. Second Department of Cardiology Evangelismos General Hospital Athens Greece

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

8. Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy The University of Hong Kong Hong Kong SAR China

Publisher

Wiley

Subject

Cardiology and Cardiovascular Medicine

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