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在接受维护血液透析的患者中预测低蛋白血症:基于机器学习算法的开发和验证研究

Yao Wang1, Jingshu Yang1, Haiyan Wang1

  • 1The First Bethune Hospital of Jilin University, Changchun, China.

Clinical nursing research
|December 16, 2025
PubMed
概括

机器学习模型可以预测末期病 (ESRD) 维持血液透析的患者的低蛋白血症. 随机森林模型显示出最高的准确性,有助于早期干预和风险管理.

关键词:
反向传播神经网络的神经网络.低蛋白质血症 (hypoproteinemia) 是一种机器学习算法的算法维护 血液透析 维持 血液透析预测模型 预测模型随机的森林随机的森林

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