Research output per year
Research output per year
Personal profile
Research interests
My research is primarily focused on the surveillance and prevention of healthcare associated infections (HAI), including catheter-associated bloodstream infections, surgical site infections, and ventilator-associated pneumonia, as well as the nosocomial spread of multidrug resistant organisms such as methiciilin-resistant Staphlyococcus aureus (MRSA). I am interested in cost effective interventions to prevent HAI. I am also very interested in automated surveillance for HAI using laboratory and clinical data that are available electronically.
Areas of Clinical Interest
general infectious diseases, clinical informatics
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'Black Box' to 'Conversational' Machine Learning: Ondansetron Reduces Risk of Hospital-Acquired Venous Thromboembolism
Datta, A., Matlock, M. K., Le Dang, N., Moulin, T., Woeltje, K. F., Yanik, E. L. & Joshua Swamidass, S., Jun 2021, In: IEEE Journal of Biomedical and Health Informatics. 25, 6, p. 2204-2214 11 p., 9238396.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Impact of no-touch ultraviolet light room disinfection systems on Clostridioides difficile infections
McMullen, K., Guth, R. M., Wood, H., Mueller, C., Dunn, G., Wade, R., Siddiqui, A., Dubberke, E. R., Woeltje, K. F. & Warren, D. K., May 2021, In: American Journal of Infection Control. 49, 5, p. 646-648 3 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Machine learning liver-injuring drug interactions with non-steroidal antiinflammatory drugs (NSAIDs) from a retrospective electronic health record (EHR) cohort
Datta, A., Flynn, N. R., Barnette, D. A., Woeltje, K. F., Miller, G. P. & Joshua Swamidass, S., Jul 2021, In: PLoS computational biology. 17, 7, e1009053.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
The Clinical Course of Coronavirus Disease 2019 in a US Hospital System: A Multistate Analysis
Mody, A., Lyons, P. G., Vazquez Guillamet, C., Michelson, A., Yu, S., Namwase, A. S., Sinha, P., Powderly, W. G., Woeltje, K. & Geng, E. H., Apr 1 2021, In: American journal of epidemiology. 190, 4, p. 539-552 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Transmission dynamics: Data sharing in the COVID-19 era
Foraker, R. E., Lai, A. M., Kannampallil, T. G., Woeltje, K. F., Trolard, A. M. & Payne, P. R. O., Jan 2021, In: Learning Health Systems. 5, 1, e10235.Research output: Contribution to journal › Comment/debate
Open Access10 Scopus citations