Chung-Il Wi

16 papers B 1Misc 6Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation.
CoRR
Xiaodi Li, Shaika Chowdhury, Chung-Il Wi, Maria Vassilaki, Xiaoke Liu, Terence T. Sio, Owen Garrick, Young J. Juhn, James R. Cerhan, Cui Tao, Nansu Zong
2022 J jnl
Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index.
J. Am. Medical Informatics Assoc.
Young J. Juhn, Euijung Ryu, Chung-Il Wi, Katherine S. King, Momin M. Malik, Santiago Romero-Brufau, Chunhua Weng, Sunghwan Sohn, Richard R. Sharp, John D. Halamka
2022 Misc conf
Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma.
AMIA
Lynnea Myers, Shauna M. Overgaard, Tracey Brereton, Jason Greenwood, Lu Zheng, Joshua Ohde, Matthew Spiten, Kathy Ihrke, Kevin Peterson, Ashwani Khurana, Euijung Ryu, Madison Roy, Chung-Il Wi, Bjorn Nordlund, Young J. Juhn
2022 Misc conf
The role of individual-level socioeconomic status on bias of machine learning algorithm.
AMIA
Euijung Ryu, Katherine S. King, Sunghwan Sohn, Chung-Il Wi, Momin M. Malik, Richard R. Sharp, John D. Halamka, Young J. Juhn
2021 J jnl
Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique.
BMC Medical Informatics Decis. Mak.
Jungwon Yoon, Heather Billings, Chung-Il Wi, Elissa Hall, Sunghwan Sohn, Jung Hyun Kwon, Euijung Ryu, Pragya Shrestha, Hongfang Liu, Young J. Juhn
2021 J jnl
Identification of asthma control factor in clinical notes using a hybrid deep learning model.
BMC Medical Informatics Decis. Mak.
Bhavani Singh Agnikula Kshatriya, Elham Sagheb, Chung-Il Wi, Jungwon Yoon, Hee Yun Seol, Young J. Juhn, Sunghwan Sohn
2020 Misc conf
Assessing Clinician's Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting.
AMIA
Elham Sagheb, Jungwon Yoon, Chung-Il Wi, Pragya Shrestha, Euijung Ryu, Miguel Park, Barbara P. Yawn, Hongfang Liu, Young J. Juhn, Sunghwan Sohn
2020 — conf
Deep Learning Identification of Asthma Inhaler Techniques in Clinical Notes.
BIBM
Bhavani Singh Agnikula Kshatriya, Elham Sagheb, Chung-Il Wi, Jungwon Yoon, Hee Yun Seol, Young J. Juhn, Sunghwan Sohn
2018 J jnl
Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions.
J. Am. Medical Informatics Assoc.
Sunghwan Sohn, Yanshan Wang, Chung-Il Wi, Elizabeth A. Krusemark, Euijung Ryu, Mir H. Ali, Young J. Juhn, Hongfang Liu
2018 J jnl
Modeling asynchronous event sequences with RNNs.
J. Biomed. Informatics
Stephen T. Wu, Sijia Liu, Sunghwan Sohn, Sungrim Moon, Chung-Il Wi, Young J. Juhn, Hongfang Liu
2017 — conf
Analysis of Clinical Variations in Asthma Care Documented in Electronic Health Records Between Staff and Resident Physicians.
MedInfo
Sunghwan Sohn, Chung-Il Wi, Young J. Juhn, Hongfang Liu
2017 Misc conf
Bayesian Prediction of Asthma Exacerbation in Children.
AMIA
Sunghwan Sohn, Young J. Juhn, Sungrim Moon, Chung-Il Wi, Katherine S. King, Euijung Ryu, Hongfang Liu
2016 — conf
Ascertaining Asthma Predictive Index through Natural Language Processing.
CRI
Sunghwan Sohn, Young J. Juhn, Chung-Il Wi, Euijung Ryu, Hongfang Liu
2016 Misc conf
Asthma Ascertainment NLP System Portability across Institutions.
AMIA
Sunghwan Sohn, Yanshan Wang, Chung-Il Wi, Elizabeth A. Krusemark, Euijung Ryu, Mir H. Ali, Young J. Juhn, Hongfang Liu
2016 Misc conf
Probabilistic Population-level Modeling of Disease Event Timelines.
AMIA
Stephen T. Wu, Yanshan Wang, Sunghwan Sohn, Chung-Il Wi, Elizabeth A. Krusemark, Hongfang Liu, Young J. Juhn
2016 B conf
Staggered NLP-assisted refinement for Clinical Annotations of Chronic Disease Events.
LREC
Stephen T. Wu, Chung-Il Wi, Sunghwan Sohn, Hongfang Liu, Young J. Juhn