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Silent ischemia or ischemic heart disease or coronary artery disease (CAD) is not just one of the dangerous but the most dangerous of all the chronic diseases discovered till date leading to almost 18% of the deaths worldwide. It is commonly caused by insufficient vascular system to a local area as a result of an obstruction of the tubes that carry the region. What makes such a disease more fatal is its silence before the attack, in most cases Heart Attack being the first symptom shown by it. This has been one of the most terrifying diseases in the minds and hearts of most of the people since it can be caused by many factors. It, in most cases, can be prevented or cured if it can be predicted or guessed before a heart attack. Artificial Intelligence or Machine Learning gives us the ability to understand the trends that cause, prevent, and cure diseases to a much more extent. As AI or ML employs the speed at which a computer or a system can process along with the Intelligence parameter. Hence, making the prediction of CAD and suggestion of appropriate treatment becomes more effective, efficient in turn making it more useful to fight with the disease.

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An Interface Framework for Predicting Coronary Heart Disease Using Machine Learning Techniques

  • 会议论文

  • 发表日期：

    2025年

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  • S. Venkataramana,
  • B. V. D. S. Sekhar

摘要

Silent ischemia or ischemic heart disease or coronary artery disease (CAD) is not just one of the dangerous but the most dangerous of all the chronic diseases discovered till date leading to almost 18% of the deaths worldwide. It is commonly caused by insufficient vascular system to a local area as a result of an obstruction of the tubes that carry the region. What makes such a disease more fatal is its silence before the attack, in most cases Heart Attack being the first symptom shown by it. This has been one of the most terrifying diseases in the minds and hearts of most of the people since it can be caused by many factors. It, in most cases, can be prevented or cured if it can be predicted or guessed before a heart attack. Artificial Intelligence or Machine Learning gives us the ability to understand the trends that cause, prevent, and cure diseases to a much more extent. As AI or ML employs the speed at which a computer or a system can process along with the Intelligence parameter. Hence, making the prediction of CAD and suggestion of appropriate treatment becomes more effective, efficient in turn making it more useful to fight with the disease.