Fuchiang (Rich) Tsui

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Natural Language Processing

Infectious Disease

Inter Annotator Agreement

Bayesian Network Classifiers

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

IEEE J. Biomed. Health Informatics

Publications

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) (2023)
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) (2023)
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)
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)
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)
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)
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)
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 (2015)
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 (2015)
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 (2015)
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) (2014)
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) (2014)