IEEE

Design and Development of a Heart Attack Prediction Application Using Machine Learning

Abstract: Heart attacks have been a leading cause of mortality around the globe, contributing towards premature deaths. The burden of this disease has been significantly impacted due to the late ...
IEEE

Hybrid Deep Learning Approach for Heart Disease Prediction using Multi-Head Attention Network and Stacked Long Short-Term Memory

Abstract: Heart disease (HD) is a specific abnormal condition that includes disorders occurring in the heart and affecting the bloodstream, while insufficient blood vessel function impacts heart ...
Frontiers

Explainable machine learning for stroke risk prediction: a comparative study with SHAP-based interpretation

Background: Stroke is one of the leading causes of death and disability worldwide, making early screening and risk prediction crucial. Traditional methods have limitations in handling nonlinear ...