A Machine-Learning-Based Prediction Method for Hypertension Outcomes Based on Medical Data

A Machine-Learning-Based Prediction Method for Hypertension Outcomes Based on Medical Data

The outcomes of hypertension refer to the death or serious complications (such as myocardial infarction or stroke) that may occur in patients with hypertension. The outcomes of hypertension are very concerning for patients and doctors, and are ideally avoided. However, there is no satisfactory metho...

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Bibliographic Details
Main Authors: Wenbing Chang, Yinglai Liu, Yiyong Xiao, Xinglong Yuan, Xingxing Xu, Siyue Zhang, Shenghan Zhou
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Diagnostics
Subjects:
hypertension outcomes
feature selection
recursive feature elimination
classification algorithm
xgboost
prediction
Online Access:https://www.mdpi.com/2075-4418/9/4/178

Internet

https://www.mdpi.com/2075-4418/9/4/178

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