Min-Jeoung Kang

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 27

Top Topics

Conceptual Framework

Chronic Obstructive Pulmonary Disease

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

BMC Medical Informatics Decis. Mak.

Publications

Wenyu Song, Luwei Liu, Hannah Rice, Michael Sainlaire, Lillian Min, Linying Zhang, Tien Thai, Min-Jeoung Kang, Mica Curtin-Bowen, Stuart R. Lipsitz, Lipika Samal, Nancy Latham, Patricia C. Dykes
Using EHR Data and Machine Learning Methods to Predict Fall Injury. AMIA (2022)
Wenyu Song, Linying Zhang, Luwei Liu, Michael Sainlaire, Mehran Karvar, Min-Jeoung Kang, Avery Pullman, Stuart R. Lipsitz, Anthony F. Massaro, Namrata Patil, Ravi Jasuja, Patricia C. Dykes
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods. J. Am. Medical Informatics Assoc. 29 (10) (2022)
Sarah Collins Rossetti, Graham Lowenthal, Christopher Knaplund, Min-Jeoung Kang, Patricia C. Dykes, Sandy Cho, Po-Yin Yen, Kenrick Cato
Pre- and Intra-COVID-19 Comparison of Nursing Flowsheet Documentation Burden in Acute and Critical Care Units. AMIA (2021)
Kumiko O. Schnock, Min-Jeoung Kang, Sarah Collins Rossetti, Jose P. Garcia, Graham Lowenthal, Chris Knaplund, Frank Y. Chang, David J. Albers, Zfania Tom Korach, Li Zhou, Jeffrey G. Klann, Kenrick Cato, David W. Bates, Patricia C. Dykes
Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. Int. J. Medical Informatics 153 (2021)
Sarah Collins Rossetti, Chris Knaplund, David J. Albers, Patricia C. Dykes, Min-Jeoung Kang, Zfania Tom Korach, Li Zhou, Kumiko Schnock, Jose P. Garcia, Jessica M. Schwartz, Li-heng Fu, Jeffrey G. Klann, Graham Lowenthal, Kenrick Cato
Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. J. Am. Medical Informatics Assoc. 28 (6) (2021)
Chunlei Tang, Joseph M. Plasek, Xiao Shi, Meihan Wan, Haohan Zhang, Min-Jeoung Kang, Liqin Wang, Sevan M. Dulgarian, Yun Xiong, Jing Ma, David W. Bates, Li Zhou
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Amanda J. Moy, Kenrick Cato, Christopher Knaplund, Patricia C. Dykes, Min-Jeoung Kang, Graham Lowenthal, Sarah Collins Rossetti
Assessing CONCERN: Analysis of Application Log Files to Investigate the Utilization of a Clinical Decision Support Tool for Identifying Risky Patients. AMIA (2021)
Li-heng Fu, Chris Knaplund, Kenrick Cato, Adler J. Perotte, Min-Jeoung Kang, Patricia C. Dykes, David J. Albers, Sarah Collins Rossetti
Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Wenyu Song, Min-Jeoung Kang, Linying Zhang, Wonkyung Jung, Jiyoun Song, David W. Bates, Patricia C. Dykes
Predicting pressure injury using nursing assessment phenotypes and machine learning methods. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Wenyu Song, Linying Zhang, Michael Sainlaire, Mehran Karvar, Min-Jeoung Kang, Avery Pullman, Anthony F. Massaro, Namrata Patil, Ravi Jasuja, Patricia C. Dykes
Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning Methods. AMIA (2021)
Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Kumiko O. Schnock, Jennifer Thate, Kimberly Whalen, Haomiao Jia, Jessica M. Schwartz, Jose P. Garcia, Christopher Knaplund, Kenrick D. Cato, Sarah Collins Rossetti
Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology. Int. J. Medical Informatics 133 (2020)
Li-heng Fu, Jessica M. Schwartz, Amanda J. Moy, Christopher Knaplund, Min-Jeoung Kang, Kumiko O. Schnock, Jose P. Garcia, Haomiao Jia, Patricia C. Dykes, Kenrick Cato, David J. Albers, Sarah Collins Rossetti
Development and validation of early warning score system: A systematic literature review. J. Biomed. Informatics 105 (2020)
Jinhwa Lee, Min-Jeoung Kang, Jose P. Garcia, Patricia C. Dykes
Developing hierarchical standardized home care nursing statements using nursing standard terminologies. Int. J. Medical Informatics 141 (2020)
Zfania Tom Korach, Jie Yang, Sarah Collins Rossetti, Kenrick D. Cato, Min-Jeoung Kang, Christopher Knaplund, Kumiko O. Schnock, Jose P. Garcia, Haomiao Jia, Jessica M. Schwartz, Li Zhou
Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. Int. J. Medical Informatics 135 (2020)
Wenyu Song, Min-Jeoung Kang, Linying Zhang, Jose P. Garcia, David W. Bates, Patricia C. Dykes
Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods. AMIA (2020)
Sarah Collins Rossetti, Amanda J. Moy, Min-Jeoung Kang, Jessica M. Schwartz, Kenrick Cato
Mixed-Methods Approaches to Understanding, Measuring, and Reducing Clinical Documentation Burden. AMIA (2020)
Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Min-Jeoung Kang, Haokai Sheng, Yun Xiong, David W. Bates, Li Zhou
A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. BMC Medical Informatics Decis. Mak. (8) (2019)
Sarah Collins Rossetti, Christopher Knaplund, David J. Albers, Abdul A. Tariq, Kui Tang, David K. Vawdrey, Natalie Yip, Patricia C. Dykes, Jeffrey G. Klann, Min-Jeoung Kang, Jose P. Garcia, Li-heng Fu, Kumiko O. Schnock, Kenrick Cato
Leveraging Clinical Expertise as a Feature - not an Outcome - of Predictive Models: Evaluation of an Early Warning System Use Case. AMIA (2019)
Jose P. Garcia, Sarah Collins Rossetti, Kenrick Cato, Suzanne R. Bakken, Haomiao Jia, Min-Jeoung Kang, Christopher Knaplund, Patricia C. Dykes
Factorial Design Survey Methodology on REDCap and Qualtrics: A Comparative Analysis. AMIA (2019)
Zfania Tom Korach, Kenrick D. Cato, Sarah A. Collins, Min-Jeoung Kang, Christopher Knaplund, Patricia C. Dykes, Liqin Wang, Kumiko O. Schnock, Jose P. Garcia, Haomiao Jia, Frank Y. Chang, Jessica M. Schwartz, Li Zhou
Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Appl. Clin. Inform. 10 (05) (2019)
Zhikun Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Min-Jeoung Kang, Patricia C. Dykes, David W. Bates, Li Zhou
Data Reconstruction Based on Temporal Expressions in Clinical Notes. BIBM (2019)
Jose P. Garci Jr., Sarah A. Collins, Kenrick D. Cato, Suzanne Bakken, Haomiao Jia, Min-Jeoung Kang, Christopher Knaplund, Kumiko O. Schnock, Patricia C. Dykes
CONCERN Factorial Design Survey (FDS) Methods Test: Using REDCap as a Survey Platform. MedInfo (2019)
Brittany Couture, Jeffrey G. Klann, Kenrick Cato, Christopher Knaplund, Min-Jeoung Kang, Patricia C. Dykes, Sarah A. Collins
Harmonizing Flowsheet Datasets Across EHRs for a Multi-Site Study. AMIA (2018)
Sarah A. Collins, Brittany Couture, Min-Jeoung Kang, Patricia C. Dykes, Kumiko O. Schnock, Christopher Knaplund, Frank Y. Chang, Kenrick Cato
Quantifying and Visualizing Nursing Flowsheet Documentation Burden in Acute and Critical Care. AMIA (2018)
Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Jennifer Thate, Kimberly Whalen, Kumiko O. Schnock, Christopher Knaplund, Brittany Couture, Kenrick Cato, Sarah A. Collins
Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. AMIA (2018)
Susan Hull, Gillian Strudwick, Sarah A. Collins, Patricia C. Dykes, Kumiko O. Schnock, Min-Jeoung Kang
Patients as Partners in the Hospital Setting: Engagement Methods in Research, Quality Improvement and Beyond. Nursing Informatics (2018)
Min-Jeoung Kang, Soon-Lae Kim, Jong-Eun Lee, Chai Young Jung, Sukil Kim
Appropriateness of ICNP in Korean home care nursing. Int. J. Medical Informatics 84 (9) (2015)