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2020 – today
- 2024
[j14]Nahyun Keum
, Junsang Yoo, Sujeong Hur, Soo-Yong Shin, Patricia C. Dykes, Min-Jeoung Kang, Yong Seok Lee, Won Chul Cha:
The potential for drug incompatibility and its drivers - A hospital wide retrospective descriptive study. Int. J. Medical Informatics 191: 105584 (2024)- 2022
- [j13]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): 1661-1667 (2022) - [c14]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 - 2021
- [j12]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: 104525 (2021) - [j11]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): 759-765 (2021) - [j10]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): 1242-1251 (2021) - [j9]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): 1955-1963 (2021) - [j8]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): 175-180 (2021) - [c13]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 - [c12]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 - [c11]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 - 2020
- [j7]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) - [j6]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: 104053 (2020) - [j5]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: 104227 (2020) - [j4]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: 103410 (2020) - [c10]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 - [c9]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
2010 – 2019
- 2019
- [j3]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): 952-963 (2019) - [j2]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. 19-S(8): 258 (2019) - [c8]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 - [c7]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 - [c6]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: 1004-1008 - [c5]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: 1462-1463 - 2018
- [c4]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 - [c3]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 - [c2]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 - [c1]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: 26-27 - 2015
- [j1]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): 667-674 (2015)
Coauthor Index
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