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Development of heart failure risk prediction models based on a multi-marker approach using random forest algorithms

Hui Yuan Xue-Song Fan Yang Jin Jian-Xun He Yuan Gui Li-Ying Song Yang Song Qi Sun Wei Chen

中华医学杂志（英文版）2019，Vol.132Issue(7)：819-826,8.

中华医学杂志（英文版）2019，Vol.132Issue(7)：819-826,8.DOI:10.1097/CM9.0000000000000149

Development of heart failure risk prediction models based on a multi-marker approach using random forest algorithms

Hui Yuan ¹Xue-Song Fan ²Yang Jin ²Jian-Xun He ²Yuan Gui ²Li-Ying Song ²Yang Song ²Qi Sun ²Wei Chen²

作者信息

1. Clinical Laboratory, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
2. Department of Clinical Laboratory Center, Beijing Anzhen Hospital, Capital Medical University, Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing 100029, China
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摘要

关键词

Biomarkers/Diagnostic accuracy/Heart failure/Random forests

Key words

Biomarkers/Diagnostic accuracy/Heart failure/Random forests

引用本文复制引用

Hui Yuan,Xue-Song Fan,Yang Jin,Jian-Xun He,Yuan Gui,Li-Ying Song,Yang Song,Qi Sun,Wei Chen..Development of heart failure risk prediction models based on a multi-marker approach using random forest algorithms[J].中华医学杂志（英文版）,2019,132(7):819-826,8.

基金项目

This work was supported by grants from the National Natural Science Foundation of China (No.81770353) and the Abbott China research fund (ADD-2017). （No.81770353）

中华医学杂志（英文版）

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ISSN：0366-6999

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