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Updated: Jul 11, 2025

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一种机器学习方法可以预测艾滋病毒感染者经历过ART的人的体重变化

Federico Motta1, Jovana Milic1,2, Licia Gozzi3

  • 1Department of Surgical, Medical, Dental and Morphological Sciences, Modena, Italy.

Journal of acquired immune deficiency syndromes (1999)
|November 10, 2023
PubMed
概括

机器学习模型可以准确地预测艾滋病毒感染者的体重变化. 包括身体成分在内的模型达到90%以上的准确性,有助于识别不太可能出现显著体重增加的个体.

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Regression Toward the Mean01:52

Regression Toward the Mean

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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