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Improving IV Insulin Administration in a Community Hospital
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使用机器学习在频繁注射胰岛素治疗中预测食后血糖变化,使用简化碳水化合物计数模型

Hiroyuki Tominaga1, Masahide Hamaguchi1, Youji Hamaguchi2

  • 1Department of Endocrinology and Metabolism, Graduate School of Medicine, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan.

Nutrients
|December 31, 2025
PubMed
概括

变压器模型准确地预测了多次每日胰岛素注射 (MDI) 的糖尿病患者的葡萄糖变化. 仅含碳水化合物的简化输入显示了与全营养数据相似的性能,有助于临床应用.

关键词:
血糖的变化 血糖的变化碳水化合物计数方法糖尿病 糖尿病患者 糖尿病患者经常进行胰岛素注射治疗.机器学习是机器学习.变压器模型变压器模型

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