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Updated: Jun 26, 2025

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精确医疗保健:深入研究机器学习算法和特征选择策略,以准确预测心脏病

Md Ariful Islam1, Md Ziaul Hasan Majumder2, Md Sohel Miah3

  • 1Department of Robotics and Mechatronics Engineering, University of Dhaka, Dhaka, 1000, Bangladesh.

Computers in biology and medicine
|May 14, 2024
PubMed
概括

机器学习算法和特征选择显著提高了心脏病预测准确度. 这项研究为开发可靠的预测模型提供了实际指导,有助于早期检测和降低死亡率.

关键词:
临床决策的过程早期检测 早期检测功能选择 功能选择医疗保健 医疗保健 医疗保健 医疗保健预测心脏病 (HDP) 的情况.超参数调整 超参数调整机器学习算法 (MLAs) 是一种机器学习算法.精确度 精确度 精确度 精确度预处理 预处理召回回忆 召回回忆

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