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Updated: Jul 5, 2025

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一种基于机器学习的算法,用于在美国追溯数据库中识别2型糖尿病成年人中的U-500R胰岛素候选人

Raja H Patel1, Ludi Fan2, Neal R Kelly1

  • 1Optum, Eden Prairie, MN, USA.

Current medical research and opinion
|January 23, 2024
PubMed
概括

开发了一种机器学习算法,以识别适合U-500R胰岛素的2型糖尿病 (T2DM) 患者. 主要预测因素包括肥胖,神经病变和高HbA1c水平,有助于治疗决策.

关键词:
高剂量胰岛素的使用.LASSO后勤回归的逻辑回归美国行政索赔数据库在XGBoost中使用.电子健康记录是电子健康记录.机器学习模型机器学习模型2 型糖尿病 2 型糖尿病

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