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<p>A&#xa0;number of mathematical models for quantitative assessment of the level of protection of the cardiovascular system are proposed, along with their integration into hybrid models for prediction, early diagnosis, and differential diagnosis of cardiovascular diseases. Using coronary heart disease as an example, it is shown that use of measures of the level of protection in predictive and diagnostic models gives confidence levels in correct decision-making of over&#xa0;0.9, allowing the results to be recommended for medical practice.</p>

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Fuzzy models for assessing the level of protection of the cardiovascular system and their use in prediction and early diagnosis

  • 期刊论文

  • 发表日期：

    2025年11月17日

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  • N. A. Korenevskiy,
  • S. N. Rodionova,
  • S. A. Filist,
  • N. A. Milostnaya

摘要

A number of mathematical models for quantitative assessment of the level of protection of the cardiovascular system are proposed, along with their integration into hybrid models for prediction, early diagnosis, and differential diagnosis of cardiovascular diseases. Using coronary heart disease as an example, it is shown that use of measures of the level of protection in predictive and diagnostic models gives confidence levels in correct decision-making of over 0.9, allowing the results to be recommended for medical practice.