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Updated: Jan 12, 2026

Improving IV Insulin Administration in a Community Hospital
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一个个性化的基于学习的联合葡萄糖预测算法,用于1型糖尿病中高风险的血糖游览区域

Dave Darpit1,2, Kathan Vyas3, Jagadish Kumaran Jayagopal3

  • 1Department of Industrial and Systems Engineering, Texas A&M University, College Station, USA.

Scientific reports
|November 3, 2025
PubMed
概括

这项研究引入了新的Hypo-Hyper (HH) 损失函数和FedGlu模型,以改善葡萄糖预测,特别是在低血糖和高血糖期间. 这种方法提高了准确性,同时保护了患者数据的隐私.

关键词:
不断监测葡萄糖的情况.糖尿病 糖尿病 糖尿病联合学习是联合学习.葡萄糖的预测预测过高血糖症的发生.低血糖症是一种低血糖症.

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