Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics. - Matthew K. Breitenstein; György J. Simon; Euijung Ryu; Sebastian M. Armasu; Richard M. Weinshilboum; Liewei Wang; Jyotishman Pathak (MIE, 2015)

Asthma Ascertainment NLP System Portability across Institutions. - Sunghwan Sohn; Yanshan Wang; Chung-Il Wi; Elizabeth A. Krusemark; Euijung Ryu; Mir H. Ali; Young J. Juhn; Hongfang Liu (AMIA, 2016)

Ascertaining Asthma Predictive Index through Natural Language Processing. - Sunghwan Sohn; Young J. Juhn; Chung-Il Wi; Euijung Ryu; Hongfang Liu (CRI, 2016)

Bayesian Prediction of Asthma Exacerbation in Children. - Sunghwan Sohn; Young J. Juhn; Sungrim Moon; Chung-Il Wi; Katherine S. King; Euijung Ryu; Hongfang Liu (AMIA, 2017)

Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions. - Sunghwan Sohn; Yanshan Wang; Chung-Il Wi; Elizabeth A. Krusemark; Euijung Ryu; Mir H. Ali; Young J. Juhn; Hongfang Liu (J. Am. Medical Informatics Assoc., 2018)

Assessing Clinician's Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting. - Elham Sagheb; Jungwon Yoon; Chung-Il Wi; Pragya Shrestha; Euijung Ryu; Miguel Park; Barbara P. Yawn; Hongfang Liu; Young J. Juhn; Sunghwan Sohn (AMIA, 2020)

Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision. - Bhavani Singh Agnikula Kshatriya; Nicolas A. Nunez; Manuel Gardea-Resendez; Euijung Ryu; Brandon J. Coombes; Sunyang Fu; Mark A. Frye; Joanna M. Biernacka; Yanshan Wang (AMIA, 2021)

Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records. - Lauren A. Lepow; Braja Gopal Patra; Isotta Landi; Prakash Adekkanattu; Jyotishman Pathak; Mark Olfson; J. John Mann; Euijung Ryu; Joanna M. Biernacka; Girish N. Nadkarni; Priya Wickramaratne; Myrna Weissman; et al. (AMIA, 2021)

Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes. - Bhavani Singh Agnikula Kshatriya; Nicolas A. Nunez; Manuel Gardea-Resendez; Euijung Ryu; Brandon J. Coombes; Sunyang Fu; Mark A. Frye; Joanna M. Biernacka; Yanshan Wang (CoRR, 2021)

Extracting social determinants of health from electronic health records using natural language processing: a systematic review. - Braja Gopal Patra; Mohit Manoj Sharma; Veer Vekaria; Prakash Adekkanattu; Olga V. Patterson; Benjamin S. Glicksberg; Lauren A. Lepow; Euijung Ryu; Joanna M. Biernacka; Al'ona Furmanchuk; Thomas J. George; William R. Hogan; et al. (J. Am. Medical Informatics Assoc., 2021)

Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique. - Jungwon Yoon; Heather Billings; Chung-Il Wi; Elissa Hall; Sunghwan Sohn; Jung Hyun Kwon; Euijung Ryu; Pragya Shrestha; Hongfang Liu; Young J. Juhn (BMC Medical Informatics Decis. Mak., 2021)

Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with Asthma. - 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; et al. (AMIA, 2022)

The role of individual-level socioeconomic status on bias of machine learning algorithm. - Euijung Ryu; Katherine S. King; Sunghwan Sohn; Chung-Il Wi; Momin M. Malik; Richard R. Sharp; John D. Halamka; Young J. Juhn (AMIA, 2022)

Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index. - 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 (J. Am. Medical Informatics Assoc., 2022)

Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision. - Kurt Miller; Bhavani Singh Agnikula Kshatriya; Nicolas A. Nunez; Manuel Gardea-Resendez; Euijung Ryu; Brandon J. Coombes; Sunyang Fu; Mark A. Frye; Joanna M. Biernacka; Ming Huang 006; Yanshan Wang (ICHI, 2023)

Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model. - Braja Gopal Patra; Lauren A. Lepow; Praneet Kasi Reddy Jagadeesh Kumar; Veer Vekaria; Mohit Manoj Sharma; Prakash Adekkanattu; Brian Fennessy; Gavin Hynes; Isotta Landi; Jorge A. Sanchez-Ruiz; Euijung Ryu; Joanna M. Biernacka; et al. (CoRR, 2024)

Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model. - Braja Gopal Patra; Lauren A. Lepow; Praneet Kasi Reddy Jagadeesh Kumar; Veer Vekaria; Mohit Manoj Sharma; Prakash Adekkanattu; Brian Fennessy; Gavin Hynes; Isotta Landi; Jorge A. Sanchez-Ruiz; Euijung Ryu; Joanna M. Biernacka; et al. (J. Am. Medical Informatics Assoc., 2025)