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

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

Abstract Aims Frailty may be found in heart failure patients especially in the elderly and is associated with a poor prognosis. However, assessment of frailty status is time‐consuming, and the electronic frailty indices developed using health records have served as useful surrogates. We hypothesized...

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Bibliographic Details
Main Authors: Chengsheng Ju, Jiandong Zhou, Sharen Lee, Martin Sebastian Tan, Tong Liu, George Bazoukis, Kamalan Jeevaratnam, Esther W.Y. Chan, Ian Chi Kei Wong, Li Wei, Qingpeng Zhang, Gary Tse
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:ESC Heart Failure
Subjects:
Frailty index
Heart failure
Mortality
Inflammation
Nutrition
Machine learning
Online Access:https://doi.org/10.1002/ehf2.13358

Internet

https://doi.org/10.1002/ehf2.13358

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