Michael M. Wagner, MD, PhD

Aronis JM, Millett NE, Wagner MM, Tsui F, Ye Y, Ferraro JP, Haug PJ, Gesteland PH, Cooper GF. A Bayesian system to detect and characterize overlapping outbreaks. J Biomed Inform. 2017 Sep;73:171-181. doi: 10.1016/j.jbi.2017.08.003. Epub 2017 Aug 7. PMID: 28797710. PMC5604259.

Ferraro JP, Ye Y, Gesteland PH, Haug PJ, Tsui F-C, Cooper GF, Van Bree R, Ginter T, Nowalk AJ, Wagner MM. The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl Clin Inform. 2017 May 31;8(2):560-580. doi:10.4338/ACI-2016-12-RA-0211. PubMed PMID: 28561130.

Ye Y, Wagner MM, Cooper GF, Ferraro JP, Su H, Gesteland PH, Haug PJ, Millett NE, Aronis JM, Nowalk AJ, Ruiz VM, López Pineda A, Shi L, Van Bree R, Ginter T, Tsui F. A study of the transferability of influenza case detection systems between two large healthcare systems. PLoS One. 2017 Apr 5;12(4):e0174970. doi: 10.1371/journal.pone.0174970. eCollection 2017. PMID: 28380048 PMCID: PMC5381795

Hogan WR, Wagner MM, Brochhausen M, Levander J, Brown ST, Millett N, DePasse J, Hanna J. The Apollo Structured Vocabulary: an OWL2 ontology of phenomena in infectious disease epidemiology and population biology for use in epidemic simluation. J Biomed Semantics. 2016 Aug 18;7:50. doi: 10.1186/s13326-016-0092-y. PMID: 27538448. PMCID: PMC4989460.

Cooper GF, Villamarin R, Rich Tsui FC, Millett N, Espino JU, Wagner MM. A method for detecting and characterizing outbreaks of infectious disease from clinical reports. J Biomed Inform. 2015 Feb; 53:15-26.  doi: 10.1016/j.jbi.2014.08.011. Epub 2014 Aug 30.  PMID: 25181466. PMCID: PMC4441330.

López Pineda A, Ye Y, Visweswaran S, Cooper GF, Wagner MM, Tsui FR. Comparison of Machine Learning Classifiers for Influenza Detection from Emergency Department Free-text Reports. J Biomed Inform. 2015 Dec;58:60-69. doi: 10.1016/j.jbi.2015.08.019. Epub 2015 Sep 16. PMID: 26385375. PMCID: PMC4684714.

Ye Y, Tsui FR, Wagner M, Espino JU, Li Q.  Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers.  J Am Med Inform Assoc. 2014 Sep-Oct; 21(5):815-23. doi: 10.1136/amiajnl-2013-001934. Epub 2014 Jan 9. PMID: 24406261. PMCID: PMC4147621.

Villamarin R, Cooper G, Wagner M, Tsui FC, Espino JU. A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza. J Biomed Inform. 2013 Jun; 46(3):444-57. doi: 10.1016/j.jbi.2013.02.003. Epub 2013 Mar 14. PMID: 23501015. PMCID: PMC4609543.

Wagner MM, Levander JD, Brown S, Hogan WR, Millett N, Hanna J. Apollo: Giving application developers a single point of access to public health models using structured vocabularies and Web services. AMIA Annu Symp Proc. 2013 Nov 16;2013: 1415-24. eCollection 2013. PubMed PMID: 24551417.  PMCID: PMC3900155.