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Updated: Sep 19, 2025

Using a Murine Model of Psychosocial Stress in Pregnancy as a Translationally Relevant Paradigm for Psychiatric Disorders in Mothers and Infants
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机器学习模型在预测产后抑郁症方面的表现:元分析和系统审查

Yu Xie1, Hongxin Zheng1, Wenxin Gan1

  • 1School of Educational Science, Anhui Normal University, Wuhu, China.

Journal of reproductive and infant psychology
|June 9, 2025
PubMed
概括

机器学习 (ML) 模型在预测产后抑郁症 (PPD) 中显示出高准确度,具有强大的特异性但敏感性有限. 需要进一步的研究来提高PPD的预测能力.

关键词:
产后抑郁症 产后抑郁症机器学习是机器学习.情绪障碍 情绪障碍 情绪障碍预测模型 预测模型怀孕 怀孕 怀孕 怀孕 怀孕

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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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