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Updated: Jun 30, 2025

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使用机器学习算法预测单子妊娠中早产风险

Qiu-Yan Yu1,2, Ying Lin3, Yu-Run Zhou3

  • 1National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.

Frontiers in big data
|March 18, 2024
PubMed
概括

机器学习模型可以使用妊娠监测数据预测早产风险. 关键预测因素包括产前检查和母亲健康指标,为早期干预提供了潜力.

关键词:
产前护理 产前护理功能选择 功能选择机器学习是机器学习.预测模型 预测模型过早出生 过早出生

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Regression Toward the Mean01:52

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Regression toward the mean (“RTM”) is a phenomenon in which extremely high or low values—for example, and individual’s blood pressure at a particular moment—appear closer to a group’s average upon remeasuring. Although this statistical peculiarity is the result of random error and chance, it has been problematic across various medical, scientific, financial and psychological applications. In particular, RTM, if not taken into account, can interfere when...
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