AI Advancements in Heart Disease Prediction

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This project addresses the critical issue of heart disease, the leading cause of mortality, by leveraging AI and machine learning to enhance prediction accuracy. It highlights the limitations of traditional risk scores and the potential of AI to utilize diverse data. The research discusses challenges such as small datasets, opaque models, and the need for multimodal data integration. The proposed framework combines ensemble deep learning for precision, eXplainable AI (XAI) for clarity, and...