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Fu-Chiang Tsui
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2020 – today
- 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) - [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
- [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) - [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
- [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) - [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
2010 – 2019
- 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) - [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 - 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) - 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 - 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)
2000 – 2009
- 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
- [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) - [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
- [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) - [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
1990 – 1999
- 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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