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Updated: Jun 9, 2025

Improving IV Insulin Administration in a Community Hospital
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提高临床准备:社区卫生护士和早期低血糖预测2型糖尿病使用混合机器学习技术

Sachin Ramnath Gaikwad1, Mallikarjun Reddy Bontha1, Seeta Devi2

  • 1Department of Artificial Intelligence and Machine learning, Symbiosis Institute of Technology (SIT), Symbiosis International Deemed University (SIDU), Pune, India.

Public health nursing (Boston, Mass.)
|October 23, 2024
PubMed
概括

机器学习模型可以通过分析警告信号来预测糖尿病患者的低血糖症. 梯度提升和AdaBoost显示了最高的准确性,使得早期干预和预防并发症.

关键词:
2 型糖尿病 2 型糖尿病低血糖症预测的预测监督和无监督的机器学习算法警告标志 警告标志 警告标志

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