A forum for collaboration, learning and teaching as we develop this rapidly evolving field through research and practice.
Goal: To lead VUMCs approach to using data to drive health and health care in the context of a learning health system. IOM: A learning health system is one in which science, informatics, incentives, and culture are aligned for continuous improvement and innovation, with best practices seamlessly embedded in the delivery process and new knowledge captured as an integral by-product of the delivery experience. Approach:Data quality | Cindy Chen* Bryan Shepherd Chris Lindsel Thomas Stewart ~ Yaomin Xu |
PheWAS, Phenotyping | Jonathan Schildcrout Cindy Chen Yaomin Xu* Bryan Shepherd |
Causal inference methods for observational EHR data | Amber Hackstadt* Chris Lindsell Bryan Shepherd Robert Greevy Laurie Samuels Yaomin Xu |
Prediction models using the EHR | Dandan Liu* Frank Harrell Yuwei Zhu Amber Hackstadt |
Bolstering pragmatic CTs with EHR data | Jonathan Schildcrout Robert Greevy* Chris Lindsell |
Accessing and managing EHR data | |
Pragmatic RCTs | Frank Harrell Thomas Stewart* Chris Lindsell |