Predicting Stroke Risk Using Machine Learning: A Data-Driven Approach to Early Detection and Prevention.

Stroke Res Treat · 2025 · PMC12640753 · PMID 41287761

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closest p

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highly significantno p-value reported

Chi-square test result: • p value = 2.09e − 21 (highly significant). • This result confirms that heart disease is significantly associated with stroke risk.

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borderline significanceno p-value reported

Hypertension showed a hazard ratio (HR) of 1.319 (95% CI: 0.973–1.789), suggesting a 31.9% increased hazard of stroke, though the CI crosses 1.0, indicating borderline significance.

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