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通过对不平衡数据集的多视图联合训练机器学习模型来提高2型糖尿病中严重低血糖的预测

Melih Agraz1,2,3, Yixiang Deng4,5, George Em Karniadakis1,6

  • 1Division of Applied Mathematics, Brown University, Providence, RI, 02912, USA.

Scientific reports
|September 30, 2024
PubMed
概括

机器学习使用电子健康记录准确预测2型糖尿病 (T2DM) 患者的严重低血糖 (SH). 这种方法识别了关键的风险因素,使早期干预和改善患者管理成为可能.

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