8 citations · 8 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 8 cited
Development and Validation of ML-DQA -- a Machine Learning Data Quality Assurance Framework for Healthcare
Mark Sendak, Gaurav Sirdeshmukh, Timothy Ochoa +20
The approaches by which the machine learning and clinical research communities utilize real world data (RWD), including data captured in the electronic health record (EHR), vary dr…
stat.AP2014
Discrete Optimization for Interpretable Study Populations and Randomization Inference in an Observational Study of Severe Sepsis Mortality
Colin B. Fogarty, Mark E. Mikkelsen, David F. Gaieski +1
Motivated by an observational study of the effect of hospital ward versus intensive care unit admission on severe sepsis mortality, we develop methods to address two common problem…