Analyzing risk factors and handling imbalanced data for predicting stroke risk using machine learning

Analyzing risk factors and handling imbalanced data for predicting stroke risk using machine learning

Stroke is a serious medical condition resulting from disturbances in blood flow to the brain, signaling a chronic health issue that requires an immediate response. Principal risk factors increasing the likelihood of stroke include the presence of pre-existing conditions such as Diabetes Mellitus (DM...

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Bibliographic Details
Main Authors: Adiwijaya Adiwijaya, Nur Ghaniaviyanto Ramadhan
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2025-02-01
Series:IJAIN (International Journal of Advances in Intelligent Informatics)
Subjects:
general checkup data
machine learning
stroke prediction
adasyn
random forest
Online Access:https://ijain.org/index.php/IJAIN/article/view/1678
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