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May, 2023
SECRETS: 使用合成干预实现主体高效临床随机对照试验
SECRETS: Subject-Efficient Clinical Randomized Controlled Trials using Synthetic Intervention
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Sayeri Lala, Niraj K. Jha
TL;DR
提出了一种名为 SECRETS 的新框架,利用合成干预的算法来模拟交叉试验,可以在不使用任何外部数据的情况下估计 RCT 研究中每个患者的个体治疗效果,并使用新的假设检验策略来确定治疗是否具有临床意义的ATE。
Abstract
The
randomized controlled trial
(RCT) is the gold standard for estimating the average treatment effect (ATE) of a medical intervention but requires 100s-1000s of subjects, making it expensive and difficult to implement. While a
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