2024
DOI: 10.47852/bonviewmedin42022470
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Elastic Net – MLP – SMOTE (EMS)-Based Model for Enhancing Stroke Prediction

Hussam Mezher Merdas

Abstract: A stroke is a sudden disruption in the blood supply to the brain, affecting one or more blood vessels that nourish the brain. This results in a disturbance or deficiency in the brain's oxygen supply, causing damage or impairment to brain cells. In some cases, determining the timing and severity of a stroke can be challenging. This study proposes an EMS (Elastic Net - MLP - SMOTE) model built on artificial intelligence, specifically utilizing two machine learning algorithms, Elastic Net and Multilayer Perceptro… Show more

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Cited by 3 publications
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