She develops scalable and automated pipelines for curation and harmonization of EHR data across healthcare systems. She also develops causal inference methods that harness the full potential of EHR data to address comparative effectiveness and safety questions.

Xu Shi. University of Michigan. Verified email at umich.edu - Homepage. ... C Shen, X Shi, G Freed, L Zhao. The Lancet Rheumatology 4 (11), e775-e784, 2022. 49: 2022: Long-term effects of repeated injections of local anesthetic with or without corticosteroid for lumbar spinal stenosis: a randomized trial.

My research focuses on developing statistical methods for administrative healthcare data such as electronic health records (EHR) and claims data. I develop scalable and automated pipelines for curation and harmonization of EHR data across healthcare systems.

Dr. Shi is interested in developing novel statistical methods that provide insights from high volume and high variability administrative healthcare data such as electronic health records (EHR) and claims data. She develops scalable and automated pipelines for curation and harmonization of EHR data across healthcare systems.

Xu Shi, Ph.D. Dr. Shi develops statistical methods to provide insights and inference from routinely collected healthcare databases such as electronic health records (EHR) and claims data. Her research interests include causal inference, data linkage and interoperability, real world evidence generation, and natural language processing.

Springer MV, Lisabeth LD, Gibbs R, Shi X, Case E, Chervin RD, Dong L, Brown DL (2022). Journal of Stroke and Cerebrovascular Diseases , in press. Outcomes in the year after first-ever ischemic stroke in a bi-ethnic population.

Xu SHI | Cited by 1,798 | of University of Michigan, Ann Arbor (U-M) | Read 100 publications | Contact Xu SHI

View the University of Michigan profile of Xu Shi. Including their publications and grants.

Xu Shi. Principal Scientist I, AbbVie Inc. Verified email at yale.edu. Computational biology Network analysis Machine learning Bayesian modeling Transcriptome analysis. ... X Chen, X Shi, L Hilakivi-Clarke, AN Shajahan-Haq, R Clarke, J Xuan. Bioinformatics 33 …