Machine learning for predicting in-hospital mortality in elderly patients with heart failure combined with hypertension: a multicenter retrospective study

Machine learning for predicting in-hospital mortality in elderly patients with heart failure combined with hypertension: a multicenter retrospective study

Abstract Background Heart failure combined with hypertension is a major contributor for elderly patients (≥ 65 years) to in-hospital mortality. However, there are very few models to predict in-hospital mortality in such elderly patients. We aimed to develop and test an individualized machine learnin...

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Bibliographic Details
Main Authors: Xiaozhu Liu, Zulong Xie, Yang Zhang, Jian Huang, Lirong Kuang, Xiujuan Li, Huan Li, Yuxin Zou, Tianyu Xiang, Niying Yin, Xiaoqian Zhou, Jie Yu
Format: Article
Language:English
Published: BMC 2024-11-01
Series:Cardiovascular Diabetology
Subjects:
Heart failure
Hypertension
Mortality
Machine learning
Predictive model
Online Access:https://doi.org/10.1186/s12933-024-02503-9
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https://doi.org/10.1186/s12933-024-02503-9

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