Jiyoun Song

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Clostridium Difficile

Emergency Department

Top Venues

Journal of the American Medical Informatics Association : JAMIA

Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing

Infection control and hospital epidemiology

This page only lists publications with an associated author ORCID identifier.

Publications

Jihye Kim Scroggins, Maxim Topaz, Jiyoun Song, Maryam Zolnoori
Does synthetic data augmentation improve the performances of machine learning classifiers for identifying health problems in patient-nurse verbal communications in home healthcare settings? Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing (2024)
Liesbet Van Bulck, Meghan Reading Turchioe, Maxim Topaz, Jiyoun Song
Exploring the full potential of the electronic health record: the application of natural language processing for clinical practice. European journal of cardiovascular nursing (2024)
Mollie Hobensack, Danielle Scharp, Jiyoun Song, Maxim Topaz
Documentation of social determinants of health across individuals from different racial and ethnic groups in home healthcare. Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing (2024)
Zidu Xu, Lauren Evans, Jiyoun Song, Sena Chae, Anahita Davoudi, Kathryn H Bowles, Margaret V McDonald, Maxim Topaz
Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. Journal of the American Medical Informatics Association : JAMIA (2024)
Sena Chae, Anahita Davoudi, Jiyoun Song, Lauren Evans, Mollie Hobensack, Kathryn K H Bowles, Margaret V McDonald, Yolanda Barrón, Sarah Collins Rossetti, Kenrick D Cato, Sridevi Sridharan, Maxim Topaz
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. Journal of the American Medical Informatics Association : JAMIA (2023)
Maxim Topaz, Jiyoun Song, Anahita Davoudi, Margaret V McDonald, Jacquelyn Y Taylor, Scott Sittig, Kathryn K H Bowles
Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study. JMIR nursing 6 (2023)
Jiyoun Song, Se Hee Min, Sena Chae, Kathryn H Bowles, Margaret V McDonald, Mollie Hobensack, Yolanda Barrón, Sridevi Sridharan, Anahita Davoudi, Sungho Oh, Lauren Evans, Maxim Topaz
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. Journal of the American Medical Informatics Association : JAMIA (2023)
Jiyoun Song, Maxim Topaz, Aviv Y Landau, Robert Klitzman, Jingjing Shang, Patricia Stone, Margaret McDonald, Bevin Cohen
Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers. PloS one 17 (7) (2022)
Jiyoun Song, Sena Chae, Kathryn H Bowles, Margaret V McDonald, Yolanda Barrón, Kenrick Cato, Sarah Collins Rossetti, Mollie Hobensack, Sridevi Sridharan, Lauren Evans, Anahita Davoudi, Maxim Topaz
The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care. Journal of advanced nursing (2022)
Jiyoun Song, Kathryn K H Bowles, Margaret V McDonald, Kenrick D Cato, Sarah Collins Rossetti, Victoria Adams, Sena Chae, Mollie Hobensack, Erin Kennedy, Aluem Tark, Min-Jeoung Kang, Kyungmi Woo, Yolanda Barrón, Sridevi Sridharan, Maxim Topaz
Detecting Language Associated With Home Healthcare Patient's Risk for Hospitalization and Emergency Department Visit. Nursing research 71 (4) (2022)
Mollie Hobensack, Marietta Ojo, Yolanda Barrón, Kathryn H Bowles, Kenrick Cato, Sena Chae, Erin Kennedy, Margaret V McDonald, Sarah Collins Rossetti, Jiyoun Song, Sridevi Sridharan, Maxim Topaz
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. Journal of the American Medical Informatics Association : JAMIA 29 (5) (2022)
Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz
Do nurses document all discussions of patient problems and nursing interventions in the electronic health record? A pilot study in home healthcare. JAMIA open 5 (2) (2022)
Kyungmi Woo, Jiyoun Song, Victoria Adams, Lorraine J Block, Leanne M Currie, Jingjing Shang, Maxim Topaz
Exploring prevalence of wound infections and related patient characteristics in homecare using natural language processing. International wound journal (2021)
Maryam Zolnoori, Jiyoun Song, Margaret V McDonald, Yolanda Barrón, Kenrick D Cato, Paulina S Sockolow, Sridevi Sridharan, Nicole Onorato, Kathryn K H Bowles, Maxim Topaz
Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study. JMIR nursing 4 (4) (2021)
Jiyoun Song, Bevin Cohen, Philip Zachariah, Jianfang Liu, Elaine L Larson
Temporal change of risk factors in hospital-acquired Clostridioides difficile infection using time-trend analysis. Infection control and hospital epidemiology 41 (9) (2020)