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Updated: Jul 22, 2025

Non-Destructive Evaluation of Regional Cell Density Within Tumor Aggregates Following Drug Treatment
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使用电子健康记录数据发现基于树的子组:用于含有DTG的疗法治疗效果的异质性

Jiabei Yang1, Ann W Mwangi2,3, Rami Kantor4

  • 1Department of Biostatistics, School of Public Health, Brown University, Providence, RI 02903, USA.

Biostatistics (Oxford, England)
|July 21, 2023
PubMed
概括

这项研究引入了一种新的算法,通过使用电子健康记录,找到对艾滋病毒治疗有不同的反应的患者子组. 它确定了在特定抗逆转录病毒疗法下体重增加的风险较高的个体.

关键词:
因果推理的原因推理.多卢特格拉维尔 (Dolutegravir) 是一种药物.电子健康记录电子健康记录治疗效应的异质性 治疗效应的异质性纵向目标最大概率估计估计机器学习 机器学习递归分区是指递归分区.发现子组的发现.

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Hazard Ratio01:12

Hazard Ratio

The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial...
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