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Updated: Jul 27, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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使用机器学习技术预测ICU患者的病情恶化

Mohammed D Aldhoayan1,2, Yosra Aljubran3

  • 1Health Affairs, King Abdulaziz Medical City, Riyadh, SAU.

Cureus
|June 8, 2023
PubMed
概括

这项研究表明,机器学习模型可以使用生命体征来预测重症监护室 (ICU) 患者的病情恶化. 血压是最重要的预测因素,梯度增强和k-最近邻近模型显示高精度.

关键词:
大数据分析大数据分析数据挖掘是数据挖掘的一个方法.这是一个ICU.学习算法学习算法逻辑回归的逻辑回归

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