Optimizing Stroke Risk Prediction: A Primary Dataset‐Driven Ensemble Classifier With Explainable Artificial Intelligence

Optimizing Stroke Risk Prediction: A Primary Dataset‐Driven Ensemble Classifier With Explainable Artificial Intelligence

ABSTRACT Background and Aims Stroke remains a leading cause of mortality and long‐term disability worldwide, presenting a significant global health challenge. Effective early prediction models are essential for reducing its impact. This study introduces a novel ensemble method for predicting stroke...

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Main Authors: Md. Maruf Hossain, Md. Mahfuz Ahmed, Md. Rakibul Hasan Rakib, Mohammad Osama Zia, Rakib Hasan, Md. Rakibul Islam, Md. Shohidul Islam, Md Shahariar Alam, Md. Khairul Islam
Format: Article
Language:English
Published: Wiley 2025-05-01
Series:Health Science Reports
Subjects:
ensemble classifier
explainable artificial intelligence
feature engineering
machine learning
stroke disease
Online Access:https://doi.org/10.1002/hsr2.70799
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https://doi.org/10.1002/hsr2.70799

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