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Updated: Jun 18, 2025

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression
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Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression

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通过组合模型和不平衡的数据集处理,基于光电脉冲扫描的非侵入性血压监测

Qianyu Liu1, Chaojie Yang2,3, Sen Yang4,5

  • 1School of Information Science and Engineering, NingboTech University, Ningbo, China.

Physical and engineering sciences in medicine
|July 30, 2024
PubMed
概括

这项研究引入了使用光梯度增强机 (LightGBM) 进行准确的非侵入性血压预测的合奏模型. 该模型有效地使用合成少数人过量采样技术 (SMOTE) 来解决数据不平衡问题,提高了分类性能.

关键词:
数据不平衡的数据不平衡在高血压的高血压.机器学习是机器学习.这是一个PPGPPG.

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