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Original paper

The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records.

Pages: 490 - 512
Published: Oct 28, 2019
Abstract
The treatment effects of medications play a key role in guiding medical prescriptions. They are usually assessed with randomized controlled trials (RCTs), which are expensive. Recently, large-scale electronic health records (EHRs) have become available, opening up new opportunities for more cost-effective assessments. However, assessing a treatment effect from EHRs is challenging: it is biased by unobserved confounders, unmeasured variables that...
Paper Details
Title
The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records.
Published Date
Oct 28, 2019
Pages
490 - 512
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