Research output per year
Research output per year
Personal profile
Research interests
My research interests include the following areas: 1) knowledge-based systems for hypothesis discovery and clinical decision making; 2) distributed data management and analysis in support of clinical and translational research; and 3) human-factors and workflow analysis methodologies.
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Research output
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Addressing cancer survivors’ cardiovascular health using the automated heart health assessment (AH-HA) EHR tool: Initial protocol and modifications to address COVID-19 challenges
Foraker, R. E., Davidson, E. C., Dressler, E. V., Wells, B. J., Lee, S. C., Klepin, H. D., Winkfield, K. M., Hundley, W. G., Payne, P. R. O., Lai, A. M., Lesser, G. J. & Weaver, K. E., Jun 2021, In: Contemporary Clinical Trials Communications. 22, 100808.Research output: Contribution to journal › Article › peer-review
Open Access -
A pragmatic machine learning model to predict carbapenem resistance
McGuire, R. J., Yu, S. C., Payne, P. R. O., Lai, A. M., Vazquez-Guillamet, M. C., Kollef, M. H. & Michelson, A. P., Jul 2021, In: Antimicrobial agents and chemotherapy. 65, 7, e00063-21.Research output: Contribution to journal › Article › peer-review
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A retrospective look at the predictions and recommendations from the 2009 AMIA policy meeting: did we see EHR-related clinician burnout coming?
Starren, J. B., Tierney, W. M., Williams, M. S., Tang, P., Weir, C., Koppel, R., Payne, P., Hripcsak, G. & Detmer, D. E., Apr 23 2021, In: Journal of the American Medical Informatics Association : JAMIA. 28, 5, p. 948-954 7 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Comparison of Sepsis Definitions as Automated Criteria
Yu, S. C., Betthauser, K. D., Gupta, A., Lyons, P. G., Lai, A. M., Kollef, M. H., Payne, P. R. O. & Michelson, A. P., 2021, (Accepted/In press) In: Critical care medicine. p. E433-E443Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Computational analysis to repurpose drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2
Li, F., Michelson, A. P., Foraker, R., Zhan, M. & Payne, P. R. O., Dec 2021, In: BMC Medical Informatics and Decision Making. 21, 1, 15.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations