Journal of Cardiovascular Disease Research
Use of Robust Machine Learning Approach in Prediction of Stroke
Mr. Dilesh Yuvraj Bagul , Dr. P. B. Bharate , Dr. Aarti Sahasrabuddhe
JCDR. 2023: 256-260
Abstract
Background: Machine Learning transforms healthcare by analyzing varied data to predict conditions like stroke, aiding in prevention. Stroke, a major cause of disability and death, stems from abrupt brain blood flow interruption, underscoring the need for early risk detection. This study aimed to explore the correlation between socio-demographic, clinical, and lifestyle elements with stroke while employing machine learning techniques to predict stroke occurrence based on assessed risk factors.
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