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The major reason for deaths across is due to alarming increase in Heart Disease. There are many factors which elevates the risk of cardiovascular diseases which includes high blood pressure, obesity, cholestrol, smoking habits, lack of physical activities and heavy work pressure. Diagonising and identifying the Heart disease in prior is a challenging task. Which can be overcome by Machine learning methods based on huge dataset of patient traits and medical indicators that help in prediction of heart diseases.

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Smart Screening-Basic ML Models for Cardiovascular Diseases Prediction

  • 会议论文

  • 发表日期：

    2026年

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  • Pratiksha Kulkarni,
  • Rakshita Patil,
  • Veena S. Kulkarni,
  • Satish Chikkamath,
  • Suneeta V. Budihal,
  • Sujatha Kotabagi

摘要

The major reason for deaths across is due to alarming increase in Heart Disease. There are many factors which elevates the risk of cardiovascular diseases which includes high blood pressure, obesity, cholestrol, smoking habits, lack of physical activities and heavy work pressure. Diagonising and identifying the Heart disease in prior is a challenging task. Which can be overcome by Machine learning methods based on huge dataset of patient traits and medical indicators that help in prediction of heart diseases.