A Principled Approach to Characterize and Analyze Partially Observed Confounder Data from Electronic Health Records
Objective Partially observed confounder data pose challenges to the statistical analysis of
electronic health records (EHR) and systematic assessments of potentially underlying …
electronic health records (EHR) and systematic assessments of potentially underlying …
Measurement error and bias in real-world oncology endpoints when constructing external control arms
Introduction: While randomized controlled trials remain the reference standard for evaluating
treatment efficacy, there is an increased interest in the use of external control arms (ECA) …
treatment efficacy, there is an increased interest in the use of external control arms (ECA) …
[PDF][PDF] Moving Beyond Medical Statistics: A Systematic Review on Missing Data Handling in Electronic Health Records
W Ren, Z Liu, Y Wu, Z Zhang, S Hong, H Liu - Health Data Science - spj.science.org
Methods All studies referencing EHR and missing-data methods published from their
inception till March 30, 2024 were searched via the MEDLINE, EMBASE, and Digital …
inception till March 30, 2024 were searched via the MEDLINE, EMBASE, and Digital …