Young J. Juhn

According to our database, Young J. Juhn authored at least 17 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

Proceedings of the AMIA 2022, 2022

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, Chung-Il Wi, Bjorn Nordlund, Young J. Juhn

Proceedings of the AMIA 2022, 2022

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

Identification of asthma control factor in clinical notes using a hybrid deep learning model.

Bhavani Singh Agnikula Kshatriya, Elham Sagheb, Chung-Il Wi, Jungwon Yoon, Hee Yun Seol, Young J. Juhn, Sunghwan Sohn

BMC Medical Informatics Decis. Mak., 2021

2020

Deep Learning Identification of Asthma Inhaler Techniques in Clinical Notes.

Bhavani Singh Agnikula Kshatriya, Elham Sagheb, Chung-Il Wi, Jungwon Yoon, Hee Yun Seol, Young J. Juhn, Sunghwan Sohn

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

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

Proceedings of the AMIA 2020, 2020

2018

Modeling asynchronous event sequences with RNNs.

Stephen T. Wu, Sijia Liu, Sunghwan Sohn, Sungrim Moon, Chung-Il Wi, Young J. Juhn, Hongfang Liu

J. Biomed. Informatics, 2018

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

2017

Analysis of Clinical Variations in Asthma Care Documented in Electronic Health Records Between Staff and Resident Physicians.

Sunghwan Sohn, Chung-Il Wi, Young J. Juhn, Hongfang Liu

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Bayesian Prediction of Asthma Exacerbation in Children.

Sunghwan Sohn, Young J. Juhn, Sungrim Moon, Chung-Il Wi, Katherine S. King, Euijung Ryu, Hongfang Liu

Proceedings of the AMIA 2017, 2017

2016

Staggered NLP-assisted refinement for Clinical Annotations of Chronic Disease Events.

Stephen T. Wu, Chung-Il Wi, Sunghwan Sohn, Hongfang Liu, Young J. Juhn

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Ascertaining Asthma Predictive Index through Natural Language Processing.

Sunghwan Sohn, Young J. Juhn, Chung-Il Wi, Euijung Ryu, Hongfang Liu

Proceedings of the Summit on Clinical Research Informatics, 2016

Probabilistic Population-level Modeling of Disease Event Timelines.

Stephen T. Wu, Yanshan Wang, Sunghwan Sohn, Chung-Il Wi, Elizabeth A. Krusemark, Hongfang Liu, Young J. Juhn

Proceedings of the AMIA 2016, 2016

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

Proceedings of the AMIA 2016, 2016

2014

Research and applications: Patient-level temporal aggregation for text-based asthma status ascertainment.

Stephen T. Wu, Young J. Juhn, Sunghwan Sohn, Hongfang Liu

J. Am. Medical Informatics Assoc., 2014

2012

Asthma Status Identification with Natural Language Processing.

Stephen T. Wu, Young J. Juhn, Sunghwan Sohn, Ravikumar Komandur Elayavilli, Kavishwar B. Wagholikar, Siddhartha Jonnalagadda, Hongfang Liu

Proceedings of the AMIA 2012, 2012