6 citations · 8 across the 7 of their papers we have counts for
3 papers · 1 filter
Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms
Yizhen Zhong, Luke Rasmussen, Yu Deng +10
The automatic development of phenotype algorithms from Electronic Health Record data with machine learning (ML) techniques is of great interest given the current practice is very t…
A systematic approach to improving the reliability and scale of evidence from health care data
Martijn J. Schuemie, Patrick B. Ryan, George Hripcsak +2
Concerns over reproducibility in science extend to research using existing healthcare data; many observational studies investigating the same topic produce conflicting results, eve…
Methodological variations in lagged regression for detecting physiologic drug effects in EHR data
Matthew E. Levine, David J. Albers, George Hripcsak
We studied how lagged linear regression can be used to detect the physiologic effects of drugs from data in the electronic health record (EHR). We systematically examined the effec…