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Updated: Feb 25, 2026

Modeling and Evaluation of Murine Diabetic Cardiomyopathy Model
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2型糖尿病的心肺呼吸道标记:基于机器学习的分析

Flavia Maria G S A Oliveira1, Sandro Muniz Cavalcanti1, Michael C K Khoo2

  • 1Department of Electrical Engineering, School of Technology, University of Brasilia, Campus Universitário Darcy Ribeiro, Asa Norte, Brasilia-DF, 70910-900, Brazil, 55 61 3107 5510.

JMIR diabetes
|February 23, 2026
PubMed
概括

这项研究表明,反映心肺呼吸系统动态的冲动反应 (IR) 度量可以有效地区分患有2型糖尿病 (T2DM) 的个人. 将IR与心率变化 (HRV) 和频率响应函数 (FRF) 度量相结合,进一步提高了分类准确性.

关键词:
心血管呼吸系统合器糖尿病自主神经病变频率响应功能的频率响应功能.心率变化的心率变化.冲动反应是一种冲动反应.机器学习是机器学习.2 型糖尿病 2 型糖尿病

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