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Updated: Sep 10, 2025

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使用机器学习和深度学习模型预测高血压患者的死亡率

Ziyang Zhang1, Jiancheng Ye2

  • 1Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, United States.

Frontiers in cardiovascular medicine
|August 27, 2025
PubMed
概括

深度学习模型,特别是1D CNN, 准确地预测危急高血压患者的死亡率. 关键预测因素包括APS-III评分,年龄和ICU停留时间,改善了患者的预测结果.

关键词:
SHAP分析卷积神经网络深度学习高血压重症监护室机器学习死亡率预测

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