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Journal Articles
- 2024
[j20]Sifei Han
, Russell Richie, Lingyun Shi, Fu-Chiang Tsui:
Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks. IEEE Access 12: 98096-98106 (2024)- 2023
- [j19]Russell Richie, Victor M. Ruiz, Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui:
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition. J. Am. Medical Informatics Assoc. 30(8): 1379-1388 (2023) - [j18]Luiz Eduardo Virgilio da Silva, Lingyun Shi, Hunter A. Gaudio, Viveknarayanan Padmanabhan, Ryan W. Morgan, Julia M. Slovis, Rodrigo M. Forti, Sarah Morton, Yuxi Lin, Gerard H. Laurent, Jake Breimann, Bo H. Yun, Nicolina R. Ranieri, Madison Bowe, Wesley B. Baker, Todd J. Kilbaugh, Tiffany S. Ko, Fuchiang (Rich) Tsui:
Prediction of Return of Spontaneous Circulation in a Pediatric Swine Model of Cardiac Arrest Using Low-Resolution Multimodal Physiological Waveforms. IEEE J. Biomed. Health Informatics 27(10): 4719-4727 (2023) - 2022
- [j17]Sifei Han, Robert F. Zhang, Lingyun Shi, Russell Richie, Haixia Liu, Andrew Tseng, Wei Quan, Neal Ryan, David Brent, Fu-Chiang Tsui:
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing. J. Biomed. Informatics 127: 103984 (2022) - 2020
- [j16]Chao-Chen Chen, Fu-Chiang Tsui:
Comparing different wavelet transforms on removing electrocardiogram baseline wanders and special trends. BMC Medical Informatics Decis. Mak. 20-S(11): 343 (2020) - 2017
- [j15]Jeffrey P. Ferraro, Ye Ye, Per H. Gesteland, Peter J. Haug, Fu-Chiang Tsui, Gregory F. Cooper, Rudy Van Bree, Thomas Ginter, Andrew Nowalk, Michael M. Wagner:
The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. Appl. Clin. Inform. 08(02): 560-580 (2017) - [j14]John M. Aronis, Nicholas Millett, Michael M. Wagner, Fu-Chiang Tsui, Ye Ye, Jeffrey P. Ferraro, Peter J. Haug, Per H. Gesteland, Gregory F. Cooper:
A Bayesian system to detect and characterize overlapping outbreaks. J. Biomed. Informatics 73: 171-181 (2017) - 2015
- [j13]Ruhsary Rexit, Fuchiang (Rich) Tsui, Jeremy U. Espino, Panos K. Chrysanthis, Sahawut Wesaratchakit, Ye Ye:
An analytics appliance for identifying (near) optimal over-the-counter medicine products as health indicators for influenza surveillance. Inf. Syst. 48: 151-163 (2015) - [j12]Gregory F. Cooper, Ricardo Villamarín-Salomón, Fuchiang (Rich) Tsui, Nicholas Millett, Jeremy U. Espino, Michael M. Wagner:
A method for detecting and characterizing outbreaks of infectious disease from clinical reports. J. Biomed. Informatics 53: 15-26 (2015) - [j11]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. J. Biomed. Informatics 58: 60-69 (2015) - 2014
- [j10]Waqas Amin, Fuchiang (Rich) Tsui, Charles D. Borromeo, Cynthia H. Chuang, Jeremy U. Espino, Daniel Ford, Wenke Hwang, Wishwa Kapoor, Harold P. Lehmann, G. Daniel Martich, Sally C. Morton, Anuradha Paranjape, William Shirey, Aaron Sorensen, Michael J. Becich, Rachel Hess:
Brief communication: PaTH: towards a learning health system in the Mid-Atlantic region. J. Am. Medical Informatics Assoc. 21(4): 633-636 (2014) - [j9]Ye Ye, Fuchiang (Rich) Tsui, Michael M. Wagner, Jeremy U. Espino, Qi Li:
Research and applications: Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers. J. Am. Medical Informatics Assoc. 21(5): 815-823 (2014) - 2013
- [j8]Ricardo Villamarín-Salomón, Gregory F. Cooper, Michael M. Wagner, Fu-Chiang Tsui, Jeremy U. Espino:
A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza. J. Biomed. Informatics 46(3): 444-457 (2013) - 2011
- [j7]Jialan Que, Fu-Chiang Tsui:
Rank-based spatial clustering: an algorithm for rapid outbreak detection. J. Am. Medical Informatics Assoc. 18(3): 218-224 (2011) - 2003
- [j6]Fu-Chiang Tsui, Jeremy U. Espino, Virginia M. Dato, Per H. Gesteland, Judith Hutman, Michael M. Wagner:
Application of Information Technology: Technical Description of RODS: A Real-time Public Health Surveillance System. J. Am. Medical Informatics Assoc. 10(5): 399-408 (2003) - [j5]Michael M. Wagner, J. Michael Robinson, Fu-Chiang Tsui, Jeremy U. Espino, William R. Hogan:
Application of Information Technology: Design of a National Retail Data Monitor for Public Health Surveillance. J. Am. Medical Informatics Assoc. 10(5): 409-418 (2003) - [j4]Per H. Gesteland, Reed M. Gardner, Fu-Chiang Tsui, Jeremy U. Espino, Robert T. Rolfs, Brent C. James, Wendy Webber Chapman, Andrew W. Moore, Michael M. Wagner:
Application of Information Technology: Automated Syndromic Surveillance for the 2002 Winter Olympics. J. Am. Medical Informatics Assoc. 10(6): 547-554 (2003) - [j3]William R. Hogan, Fu-Chiang Tsui, Oleg Ivanov, Per H. Gesteland, Shaun J. Grannis, J. Marc Overhage, J. Michael Robinson, Michael M. Wagner:
Research Paper: Detection of Pediatric Respiratory and Diarrheal Outbreaks from Sales of Over-the-counter Electrolyte Products. J. Am. Medical Informatics Assoc. 10(6): 555-562 (2003) - 2002
- [j2]William B. Lober, Bryant Thomas Karras, Michael M. Wagner, J. Marc Overhage, Arthur J. Davidson, Hamish Fraser, Lisa J. Trigg, Kenneth D. Mandl, Jeremy U. Espino, Fu-Chiang Tsui:
Review Paper: Roundtable on Bioterrorism Detection: Information System-based Surveillance. J. Am. Medical Informatics Assoc. 9(2): 105-115 (2002) - [j1]Fu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang:
Value of ICD-9-Coded Chief Complaints for Detection of Epidemics. J. Am. Medical Informatics Assoc. 9(Supplement): 41-48 (2002)
Conference and Workshop Papers
- 2023
- [c29]Luiz Eduardo Virgilio da Silva, Hunter A. Gaudio, Nicholas J. Widmann, Rodrigo M. Forti, Viveknarayanan Padmanabhan, Kumaran Senthil, Julia M. Slovis, Constantine D. Mavroudis, Yuxi Lin, Lingyun Shi, Wesley B. Baker, Ryan W. Morgan, Todd J. Kilbaugh, Fuchiang (Rich) Tsui, Tiffany S. Ko:
Influence of Chest Compression on Amplitude Spectrum Area for the Prediction of the Return of Spontaneous Circulation in a Pediatric Swine Model. CinC 2023: 1-4 - 2022
- [c28]Fuchiang (Rich) Tsui, Victor Ruiz, Sachin Grover, Lingyun Shi, Allan F. Simpao, Michael Goldstein:
Evaluating Deterioration Prediction, Usability, and Impact of a Clinical Artificial Intelligence System: Real-time Intensive Care Warning INdex System (I-WIN) Using EHR and Bedside Monitor Data. AMIA 2022 - [c27]Russell Richie, Sachin Grover, Fuchiang (Rich) Tsui:
Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations. BioNLP@ACL 2022: 275-284 - 2020
- [c26]Fuchiang (Rich) Tsui, Lingyun Shi, Victor M. Ruiz, Fan Mi, Michael Goldsmith, Maryam Y. Naim, Jorge A. Gálvez, Allan F. Simpao:
Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospital. AMIA 2020 - 2017
- [c25]Fuchiang (Rich) Tsui, Victor M. Ruiz Herrera, Amie J. Barda, Ye Ye, Gabriella Butler, Srinivasan Suresh, Andrew H. Urbach:
Retrospective and Prospective Evaluations of the System for Hospital Adaptive Readmission Prediction and Management (SHARP) for All-Cause 30-Day Pediatric Readmission Prediction. AMIA 2017 - [c24]Fu-Chiang Tsui, Lingyun Shi, Victor Ruiz, Amie D. Barda, Ye Ye, Diyang Xue, Fan Mi, Uktars Jain:
Detection of Adverse Drug Reaction from Twitter Data. SMM4H@AMIA 2017: 64-67 - 2012
- [c23]Ruhsary Rexit, Fu-Chiang Tsui, Jeremy U. Espino, Sahawut Wesaratchakit, Ye Ye, Panos K. Chrysanthis:
Using a distributed search engine to identify optimal product sets for use in an outbreak detection system. CollaborateCom 2012: 560-566 - [c22]Michael M. Wagner, Gregory F. Cooper, Fu-Chiang Tsui, Jeremy U. Espino, Hendrik Harkema, John D. Levander, Ricardo Villamarín-Salomón, Nicholas Millett, Shawn T. Brown, Anthony Gallaggher:
A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease Influenza. ICDE Workshops 2012: 49-54 - 2008
- [c21]Jialan Que, Fu-Chiang Tsui:
A Multi-level Spatial Clustering Algorithm for Detection of Disease Outbreaks. AMIA 2008 - [c20]Jialan Que, Fu-Chiang Tsui, Jeremy U. Espino:
A Z-Score Based Multi-level Spatial Clustering Algorithm for the Detection of Disease Outbreaks. BioSecure 2008: 108-118 - 2007
- [c19]Ming-Chi Tsai, Fu-Chiang Tsui, Michael M. Wagner:
An Evaluation of Biosurveillance Grid - Dynamic Algorithm Distribution Across Multiple Computer Nodes. AMIA 2007 - 2006
- [c18]Jialan Que, Fu-Chiang Tsui, Michael M. Wagner:
Timeliness Study of Radiology and Microbiology Reports in A Healthcare System for Biosurveillance. AMIA 2006 - 2005
- [c17]Fu-Chiang Tsui, Jeremy U. Espino, Yan Weng, Arvinder Choudary, Hoah-Der Su, Michael M. Wagner:
Key Design Elements of a Data Utility for National Biosurveillance: Event-driven Architecture, Caching, and Web Service Model. AMIA 2005 - 2004
- [c16]Jeremy U. Espino, Michael M. Wagner, Fu-Chiang Tsui, Hoah-Der Su, Robert T. Olszewski, Zhen Liu, Wendy W. Chapman, Xiaoming Zeng, Lili Ma, Zhong Wei Lu, Jagan Dara:
The RODS Open Source Project: Removing a Barrier to Syndromic Surveillance. MedInfo 2004: 1192-1196 - [c15]Zhen Liu, Panos K. Chrysanthis, Fu-Chiang Tsui:
A comparison of two view materialization approaches for disease surveillance system. SAC 2004: 754-755 - 2003
- [c14]Lili Ma, Fu-Chiang Tsui, William R. Hogan, Michael M. Wagner, Haobo Ma:
A Framework for Infection Control Surveillance Using Association Rules. AMIA 2003 - [c13]Jun Zhang, Fu-Chiang Tsui, Michael M. Wagner, William R. Hogan:
Detection of Outbreaks from Time Series Data Using Wavelet Transform. AMIA 2003 - 2002
- [c12]Per H. Gesteland, Michael M. Wagner, Wendy W. Chapman, Jeremy U. Espino, Fu-Chiang Tsui, Reed M. Gardner, Robert T. Rolfs, Virginia M. Dato, Brent C. James, Peter J. Haug:
Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games. AMIA 2002 - [c11]William R. Hogan, Michael M. Wagner, Fu-Chiang Tsui:
Experience with Message Format and Code Set Standards for Early Warning Public Health Surveillance Systems. AMIA 2002 - [c10]Zhen Liu, Fu-Chiang Tsui, Xiaoming Zeng:
Cache Table Design for Disease Surveillance System. AMIA 2002 - [c9]Haobo Ma, Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner:
A Simple Bayesian Network for Tuberculosis Detection. AMIA 2002 - [c8]Fu-Chiang Tsui, Jeremy U. Espino, Michael M. Wagner, Per H. Gesteland, Oleg Ivanov, Robert T. Olszewski, Zhen Liu, Xiaoming Zeng, Wendy W. Chapman, Weng-Keen Wong, Andrew W. Moore:
Data, network, and application: technical description of the Utah RODS Winter Olympic Biosurveillance System. AMIA 2002 - 2001
- [c7]Fu-Chiang Tsui, Michael M. Wagner, Virginia M. Dato, Chung-Chou Ho Chang:
Value of ICD-9 coded chief complaints for detection of epidemics. AMIA 2001 - 1999
- [c6]Fu-Chiang Tsui, Michael M. Wagner, Wayne Wilbright, Aaron Tse, William R. Hogan:
A feasibility study of two methods for end-user configuration of a clinical event monitor. AMIA 1999 - [c5]Michael M. Wagner, Fu-Chiang Tsui, Jeff Pike, Lori Pike:
Design of a clinical notification system. AMIA 1999 - 1998
- [c4]Stuart A. Eisenstadt, Michael M. Wagner, William R. Hogan, Marvin C. Pankaskie, Fu-Chiang Tsui, Wayne Wilbright:
Mobile workers in healthcare and their information needs: are 2-way pagers the answer? AMIA 1998 - 1997
- [c3]Fu-Chiang Tsui, Michael M. Wagner, M. E. Thompson:
Implementing NCEP guidelines in a Web-based disease-management system. AMIA 1997 - [c2]Michael M. Wagner, Marvin C. Pankaskie, William R. Hogan, Fu-Chiang Tsui, Stuart A. Eisenstadt, Eric Rodriguez, John K. Vries:
Clinical event monitoring at the University of Pittsburgh. AMIA 1997 - 1995
- [c1]Fu-Chiang Tsui, Mingui Sun, Ching-Chung Li, Robert J. Sclabassi:
Recurrent neural networks and discrete wavelet transform for time series modeling and prediction. ICASSP 1995: 3359-3362
Coauthor Index
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