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Updated: Jan 29, 2026

Using a Combination of Indirect Calorimetry, Infrared Thermography, and Blood Glucose Levels to Measure Brown Adipose Tissue Thermogenesis in Humans
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Using a Combination of Indirect Calorimetry, Infrared Thermography, and Blood Glucose Levels to Measure Brown Adipose Tissue Thermogenesis in Humans

Published on: June 2, 2023

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一个深度学习模型,它结合了ResNet和变压器架构,用于使用PPG信号实时测量血糖

Ting-Hong Chen1, Lei Wang1, Qian-Xun Hong1

  • 1Department of Electrical Engineering, Feng-Chia University, Taichung 40724, Taiwan.

Bioengineering (Basel, Switzerland)
|January 28, 2026
PubMed
概括

这项研究通过开发使用生理信号的通用模型来增强糖尿病管理的非侵入性葡萄糖估计. 该模型表现出强的表现,缩小了个性化和主体独立预测之间的差距.

关键词:
克拉克错误网格 (CEG) 是一个错误网格.在MIMIC-III数据集中.物理网络 (PhysioNet) 是一个物理网络.电源网变压器混合动力模型信号质量指数 (SQI) 是指信号质量指数.血糖预测 血糖预测深度学习是一种深度学习.非侵袭性葡萄糖监测是一种非侵袭性的血糖监测.摄影复发性脑膜成像 (PPG)

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