Keyword / Researcher
Date Range: 1991-2015
Publication Type
Research Area
Ruiz V, Saenz L, Lopez-Magallon A, Shields A, Ogoe H, Suresh S, Munoz R, Tsui F, Early prediction of critical events for infants with single-ventricle physiology in critical care using routinely collected data. Journal of Thoracic and Cardiovascular Surgery, July, 2019 [link]
Barda A, Ruiz V, Gigliotti T, Tsui F*, An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance, Accepted, JAMIA OPEN (*: Corresponding author) [link]
Ruiz V, Saenz L, Lopez-Magallon A, Shields A, Munoz R, Ogoe H, Butler G, Suresh S, Tsui F*, Early prediction of catastrophic events in pediatric critical care for patients with single ventricle physiology, American Medical Informatics Association (AMIA), San Francisco CA, Nov. 3-7, 2018 (*: Corresponding author) [link]
Posada J, Shi L, Castro S, Visweswaran S, Ryan ND, Harkema H, Tsui F*, Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning, American Medical Informatics Association (AMIA), San Francisco CA, Nov. 3-7, 2018 (*: Corresponding author) [link]
Millett NE, Aronis JM, Wagner MM, Tsui F, Ye Y, Ferraro JP, Haug PJ, Gesteland PH, and Cooper G, The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza. bioRxiv 435727; doi:; Oct. 2018 [link]
Posada JD, Barda AJ, Shi L, Xue D, Ruiz V, Kuan PH, Ryan ND, Tsui FR. Predictive Modeling for Classification of Positive Valence System Symptom Severity from Initial Psychiatric Evaluation Records. Journal of Biomedical Informatics. 2017 May 29. [link]
Ye Y, Wagner MM, Cooper GF, Ferraro JP, Su H, Gesteland PH, Haug PJ, Millett NE, Aronis JM, Nowalk AJ, Ruiz VM. A study of the transferability of influenza case detection systems between two large healthcare systems. PloS one. 2017 Apr 5;12(4):e0174970. [link]
Jose Posada, MS, Lingyun Shi, MS, Ye Ye, MS, Neal Ryan, MD, Frank Ghinassi, MD PhD, Henk Harkema, PhD, Fuchiang (Rich) Tsui, PhD, Use of Freetext Clinical Reports for Prediction of 30-Day Psychiatric Readmissions, American Medical Informatics Association, Chicago, IL, November 12-16, 2016 [link]
Tsui FR, Posada J, Shi L, Draper AJ, Xue D, Ruiz V, Su H, Kuan P, Mi F, Ye Y, and Ryan N, Predictive modeling for classification of positive valence system severity from initial psychiatric evaluation notes, 2016 CEGS NGRID Shared-Tasks and Workshop on Challenges in Natural Language Processing for Clinical Data, Chicago, IL, Nov. 11, 2016. [link]
Jose D. Posada, Sergio Castro, Neal Ryan, Henk Harkema, and Fuchiang (Rich) Tsui, Social-context sentence annotation from psychiatric clinical reports, Science 2016, University of Pittsburgh, Pittsburgh, PA, Oct. 20, 2016 [link]
Adriana Johnson and Fuchiang (Rich) Tsui, Identifying Risk Factors for Morbidity and Mortality in the Pediatric Cardiac Intensive Care Unit: A Review of 634 Articles, Science 2016, University of Pittsburgh, Pittsburgh, PA, Oct. 20, 2016 [link]
Amie J. Draper, MS, Andrew Urbach, MD, Roger Day, PhD, Fereshteh Palmer, MS, RN, Srinivasan Suresh, MD, Fuchiang (Rich) Tsui, PhD, Preliminary Evaluation of a Multi-Component Intervention Prior to Discharge to Reduce Pediatric 30-Day [link]
Ruiz VM, Palmer F, Suresh S, Urbach AH, Tsui F. Application of machine learning techniques to predict 30-day all-cause pediatric readmissions from laboratory test results and diagnosis-related groups. Pediatric Academic Societies meeting. 2016. [link]
Arturo López Pineda, Ye Ye, Shyam Visweswaran, Gregory F. Cooper, Michael M. Wagner, Fuchiang Rich Tsui. Comparison of Machine Learning Classifiers for Influenza Detection from Emergency Department Free-text Reports. Journal of Biomedical Informatics. Available online 16 September 2015, ISSN 1532-0464. PMCID: PMC4684714 [link]
Rexit R, Tsui F.-C., Espino J, et. al., An analytics appliance for identifying (near) optimal over-the-counter medicine products as health indicators for influenza surveillance, Journal Manager of Information Systems, 48, 151-163, 2015 [link]
Cooper GF, Villamarín R, Tsui F-C, et al., A method for detecting and characterizing outbreaks of infectious disease from clinical reports, J Biomed Inform. 2014 Aug 30. pii: S1532-0464(14)00192-0. doi: 10.1016/j.jbi.2014.08.011 [link]
Ye Y, Tsui F.-C., Wagner M, Espino JU, Li Q, Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers, Journal of American Medical Informatics Association, Jan. 2014, PMCID: 24406261 [link]
Amin W, Tsui FR, et. al., PaTH: towards a learning health system in the Mid-Atlantic region. Journal of American Medical Informatics Association, 21(4), Jul-Aug, 2014, pp633-6, PMCID: PMC4078296 [link]
Villamarín R, Cooper G, Wagner M, Tsui F.-C, Espino JU, A Method for Estimating from Thermometer Sales the Incidence of Diseases that are Symptomatically Similar to Influenza, Journal of Biomedical Informatics, Jun. 2013, PMCID: PMC4609543 [link]
Liu TY, Sanders JL, Tsui F.-C., Espino JU, Dato VM, and Suyama J, Association of Over-The-Counter pharmaceutical sales with Influenza-Like-Illnesses to patient volume in an urgent care setting, PLOS One, 8(3), Mar. 2013 [link]
Pineda AL, Tsui F, Visweswaran S, Cooper GF, Detection of Patients with Influenza Syndrome Using Machine-Learning Models Learned from Emergency Department Reports, Online J Public Health Inform. Apr. 2013; 5(1): e41. PMCID: PMC3692886 [link]
Tsui F.-C, Wagner MM, Cooper GF, Que J, Harkema H, Dowling J, Sriburadej T, Li Q, Espino JU, Voorhees R. Probabilistic case detection for disease surveillance using data in electronic medical records. Online Journal of Public Health Informatics, 2011, Vol 3, No 3. PMCID: PMC3615792 [link]
Wagner MM, Tsui F.-C, Cooper GF, Espino JU, Harkema H, Levander J., Villamarin R., Voorhees R., Millett N., Keane C., Dey A., Razdan M., Yang H., Tsai M., Brown S.,Lee BY, Gallagher A., Potter M., Probabilistic, decision-theoretic disease surveillance and control. Online Journal of Public Health Informatics, 2011, Vol 3, No 3. [link]
Que J. and Tsui F.-C., Rank-Based Spatial Clustering: A Framework for Rapid Outbreak Detection, Journal of American Medical Informatics, 2011 May, Volume 18, Issue 3. PMCID: PMC3078668 [link]
Que J., and Tsui F.-C., Evaluation of Two Spatial Algorithms for Detection of Disease Outbreaks in Two States, AMIA Annu Symp Proc. 2009. [link]
Que J., Tsui F.-C., and Espino J., A Z-Score based multi-level spatial clustering algorithm for the detection of disease outbreaks, Biosecure 2008 Dec, LNCS 5354, pp. 108-118. [link]
Tsui F-C, Espino JU, Wagner MM, Gesteland PH, Ivanov O, Olszweski RT, Liu Z, Zeng X, Chapman WW, Wong W-K, Moore AW. Data, Network, and Application: Technical Description of the Utah RODS Winter Olympic Biosurveillance System. Proc AMIA Symp. 2002:815-9. PMCID: PMC2244477. [link]
Que J, Tsui F, Modeling Baseline Shifts in Multivariate Disease Outbreak Detection, Online J Public Health Inform. Apr. 2013; 5(1): e9. PMC3692939 [link]
Que J. and Tsui F.-C, Spatial and temporal algorithm evaluation for detecting over-the-counter thermometer sale increasing during 2009 H1N1 pandemic, Online Journal of Public Health Informatics, 2012, Vol 4, No 1. [link]
Que J. and Tsui F.-C. A multilevel spatial clustering algorithm for detection of disease outbreaks, AMIA Annu Symp Proc. 2008 Nov 6:611-5. PMCID: PMC2655962 [link]
Wu, T.J., Shih, F.F., Yen, M., Wu, J.J., Lu, S., Chang, K.C., Hsiung, C., Chou, J., Chu, Y., Chang, H., Chiu, C., Tsui, F.-C., et al., Establishing a nationwide emergency department-based syndromic surveillance system for better public health responses in Taiwan, BMC Public Health, 2008, 8:18. PMCID: PMC2249581. [link]
Tsai, M.-C., Tsui, F.-C., and Wagner, M.M., An Evaluation of Biosurveillance Grid [link]
Tsui F.-C., Espino JU, Wagner MM, et al., Key design elements of a data utility for national biosurveillance: event-driven architecture, caching, and web service model, AMIA Annu Symp Proc. 2005:739-43. PMCID: PMC1560630. [link]
Sabhnani MR, Neill DB, Moore AW, Tsui F.-C., Espino JU, Wagner MM, Detecting anomalous patterns in pharmacy retail data, Proceedings of the KDD 2005 Workshop on Data Mining Methods for Anomaly Detection, 2005 Aug 21. [link]
Espino, J. U., Wagner, M., Szczepaniak, C., Tsui, F. C., Su, H., Olszewski, R., Liu, Z., Chapman, W., Zeng, X., Ma, L., Lu, Z. and Dara, J. Removing a barrier to computer-based outbreak and disease surveillance--the RODS Open Source Project. MMWR Morb Mortal Wkly Rep. 2004 Sep 24;53 Suppl:32-9. PMID: 15714624 [link]
Espino, J. U., Wagner, M. M., Tsui, F., Su, H., Olszewski, R. T., Lie, Z., Chapman, W., Zeng, X., Ma, L., Lu, Z. W. and Dara, J. The RODS Open Source Project: Removing a Barrier to Syndromic Surveillance. Medinfo, pp. 1192-6, 2004. [link]
Wagner, M. M., Espino, J., Tsui, F. C., Gesteland, P., Chapman, W., Ivanov, O., Moore, A., Wong, W., Dowling, J. and Hutman, J. Syndrome and outbreak detection using chief-complaint data--experience of the Real-Time Outbreak and Disease Surveillance project. MMWR Morb Mortal Wkly Rep. 2004 Sep 24;53 Suppl: 28-31. PMID: 15714623 [link]
Wagner, M. M., Tsui, F. C., Espino, J., Hogan, W., Hutman, J., Hersh, J., Neill, D., Moore, A., Parks, G., Lewis, C. and Aller, R. National Retail Data Monitor for public health surveillance. MMWR Morb Mortal Wkly Rep. 2004 Sep 24;53 Suppl: 40-2. PMID: 15714625. [link]
Tsui F.-C., Espino JU, Dato VM, Gesteland PH, Hutman J, Wagner M.M. Technical description of RODS: A real-time public health surveillance system. J Am Med Inform Assoc., 10(5): pp. 399-408, 2003. PMCID: PMC212776. [link]
Wagner MM, Robinson M, Tsui F-C, Espino JU, Hogan WR. Design of a national retail data monitor for public health surveillance. J Am Med Inform Assoc., 10(5): pp. 409-418, 2003. PMCID: PMC212777. [link]
Hogan WR, Tsui F-C, Ivanov O, Gesteland PH, Grannis S, Overhage JM, Robinson JM, Wagner MM. Detection of pediatric respiratory and diarrheal outbreaks from sales of over-the-counter electrolyte products. J Am Med Inform Assoc. 2003 Nov-Dec;10(6):555-62. Epub 2003 Aug 4. PMCID: PMC264433. [link]
Gesteland PH, Gardner RM, Tsui F.-C., Espino JU, Wagner M.M. Automated syndromic surveillance for the 2002 Winter Olympics. J Am Med Inform Assoc. 2003 Nov-Dec;10(6):547-54. Epub 2003 Aug 4. PMCID: PMC264432. [link]
Zhang J, Tsui F-C, Wagner MM, and Hogan WR. Detection of outbreaks from time series data using wavelet transform. AMIA Annu Symp Proc. 2003:748-52. PMCID: PMC1479935. [link]
Ma L, Tsui F-C, Hogan WR, Wagner MM, and Ma H. A framework for infection control surveillance using association rules. AMIA Annu Symp Proc. 2003:410-4. PMCID: PMC1480000. [link]
Tsui F.-C., Wagner M.M., Dato V., and Chang J. Value of ICD-9 Coded Chief Complaints for Detection of Epidemics. J Am Med Inform Assoc., 9(6), S41-7, 2002. PMCID: PMC419415 [link]
Tsui F.-C., Wagner M.M., Dato V., and Chang J. Value of ICD-9 Coded Chief Complaints for Detection of Epidemics. Proc AMIA Symp. 2001:711-5. PMCID: PMC2243339. [link]
Panackal AA, M’ikanatha NM, Tsui F-C, McMahon J, Wagner MM, Dixon BW, Zubieta J, Phelan M, Mirza S, Morgan J, Jernigan D, Pasculle AW, Rankin JT, Hejjeh RA, Harrison LH. Automatic electronic laboratory-based reporting of notifiable infectious diseases at a large health system. Emerging Infectious Diseases 8(7):685-691, 2002 Jul. PMCID: PMC2730325 [link]
Lober WB, Karras BT, Wagner MM, Overhage JM, Davidson AJ, Fraser H, Mandl KD, Espino JU, Tsui F-C. Roundtable on bioterrorism detection: Information system-based surveillance. J Am Med Inform Assoc., 9(2):105-15, 2002. PMCID: PMC344564. [link]
Gesteland PH, Wagner MM, Chapman WW, Espino JU, Tsui F-C, Gardner RM, Rolfs RT, Dato VM, James BC, Haug PJ. Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games. Proc AMIA Symp. 2002:285-9. PMCID: PMC2244330. [link]
Wagner MM, Tsui F-C, Espino JU, Dato VM, Sittig DF, Caruana RA, McGinnis LF, Deerfield DW, Druzdzel MJ, Fridsma DB. The emerging science of very early detection of disease outbreaks. Journal of Public Health Management and Practice 7/6: 51-59, 2001. PMID: 11710168. [link]
Tsui F-C, Wagner MM, Wilbright WA. A feasibility study of two methods for end-user configuration of a Clinical Event Monitor. Proc AMIA Symp. 1999: 975-8. PMCID: PMC2232807. [link]
Wagner MM, Tsui F-C, Pike J, Pike L. Design of a clinical notification system. Proc AMIA Symp. 1999: 989-93. PMCID: PMC2232641. [link]
Eisenstadt SA, Wagner MM, Hogan WR, Pankaskie MC, Tsui FC, Wilbright WA. Mobile workers in healthcare and their information needs: Are 2-way pagers the answer? Proc AMIA Symp. 1998: 135-9. PMCID: PMC2232166. [link]
Tsui FC, Wagner MM, Thompson, M. Implementing NCEP guidelines in a web-based disease-management system. Proc AMIA Annu Fall Symp. 1997: 764-8. PMCID: PMC2233363. [link]
Wagner MM, Pankaskie MC, Hogan WR, Tsui FC, Vries JK. Clinical event monitoring at the University of Pittsburgh. Proc AMIA Annu Fall Symp. 1997:188-92. PMCID: PMC2233316. [link]
Tsui F.-C., Li C.C., Sun M., and Sclabassi R.J. Acquiring, Modeling, and Predicting ICP Signals in the Intensive Care Unit. Biomedical Engineering Applications, Basics, and Communications, Vol. 8, No. 6, pp 566-578, 1996. [link]