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YE YE

Postdoc

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Papers

John M Aronis, Jeffrey P Ferraro, Per H Gesteland, Fuchiang Tsui, Ye Ye, Michael M Wagner, Gregory F Cooper. (2020). A Bayesian approach for detecting a disease that is not being modeled. PLOS ONE, 15(2)

Y Ye, RD Boyce, MK Davis, K Elliston, C Davatzikos, A Fedorov, JC Fillion-Robin, I Foster, J Gilbertson, M Heiskanen, J Klemm, A Lasso, JV Miller, M Morgan, S Pieper, B Raumann, B Sarachan, G Savova, JC Silverstein, D Taylor, J Zelnis, GQ Zhang, MJ Becich. (2019). Open Source Software Sustainability Models: Initial White Paper from the Information Technology for Cancer Research Sustainability and Industry Partnership Work Group. arXiv

Millett NE, Aronis JM, Wagner MM, Tsui F, Ye Y, Ferraro JP, Haug PJ, Gesteland PH, Cooper GF. (2019). The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza. Online journal of public health informatics, 11(2)

Jeffrey P. Ferraro, Ye Ye, Per H. Gesteland, Peter J. Haug, Fuchiang Tsui, Gregory F. Cooper, Rudy Van Bree, Thomas Ginter, Andrew J. Nowalk, Michael Wagner. (2017). The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Applied Clinical Informatics, 8(2)

Fuchiang Tsui, Y Ye, Victor Ruiz, Gregory F Cooper, Michael M Wagner. (2017). Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method. Journal of Public Health, 40(4)

Aronis JM, Millett NE, Wagner MM, Tsui F, Ye Y, Ferraro JP, Haug PJ, Gesteland PH, Cooper GF. (2017). A Bayesian system to detect and characterize overlapping outbreaks. Journal of biomedical informatics, (73)

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. (2017). A study of the transferability of influenza case detection systems between two large healthcare systems. PloS one, 12(4)

John M Aronis, Nicholas E Millett, Michael M Wagner, Fuchiang Tsui, Ye Ye, Jeffrey Ferraro, Peter J Haug, Gregory F Cooper. (2017). Detecting Overlapping Outbreaks of Influenza. Online Journal of Public Health Informatics, 9(1)

John Aronis, Nicholas Millett, Michael Wagner, Fuchiang (Rich) Tsui, Ye Ye, Gregory Cooper. (2016). A Method for Detecting and Characterizing Multiple Outbreaks of Infectious Diseases. Online Journal of Public Health Informatics

Arturo López Pineda, Ye Ye, Shyam Visweswaran, Gregory F Cooper, Michael M Wagner, Fuchiang Rich Tsui. (2015). Comparison of machine learning classifiers for influenza detection from emergency department free-text reports. Journal of Biomedical Informatics, (58)

Ruhsary Rexit, Fuchiang Rich Tsui, Jeremy Espino, Panos K Chrysanthis, Sahawut Wesaratchakit, Ye Ye. (2015). An analytics appliance for identifying (near) optimal over-the-counter medicine products as health indicators for influenza surveillance. Information Systems, (48)

Ye Ye, Fuchiang Tsui, Michael Wagner, Jeremy U Espino, Qi Li. (2014). Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers. Journal of the American Medical Informatics Association, 21(5)

Li Tang, Robert H Lyles, Ye Ye, Yungtai Lo, Caroline C King. (2013). Extended Matrix and Inverse Matrix Methods Utilizing Internal Validation Data When Both Disease and Exposure Status Are Misclassified. Epidemiologic Methods, 2(1)

Sisi Lu, Ye Ye, Rich Tsui, Howard Su, Ruhsary Rexit, Sahawut Wesaratchakit, Xiaochu Liu, Rebecca Hwa. (2013). Domain ontology-based feature reduction for high dimensional drug data and its application to 30-day heart failure readmission prediction. 9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing

R. Rexit, F. Tsui, J. Espino, S. Wesaratchakit, Ye Ye and P. K. Chrysanthis. (2012). Using a distributed search engine to identify optimal product sets for use in an outbreak detection system. 8th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom)

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