Development and validation of a machine learning‐based model of ischemic stroke risk in the Chinese elderly hypertensive population

Development and validation of a machine learning‐based model of ischemic stroke risk in the Chinese elderly hypertensive population

Abstract Machine learning (ML) has made some significant contributions to stroke prevention, but the stability and accuracy of existing models for clinical applications are uncertain. This study develops and validates an interpretable ML model using metabolic and coagulation biomarkers to predict is...

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Bibliographic Details
Main Authors: Xiaoyue Lyu, Jie Liu, Yingying Gou, Shengli Sun, Jing Hao, Yali Cui
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:View
Subjects:
hypertension
ischemic stroke
machine learning
risk model
Online Access:https://doi.org/10.1002/VIW.20240059
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