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Jiyoun Song
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Observation of hand hygiene practices in home health care
MV McDonald, C Brickner, D Russell, D Dowding, EL Larson, M Trifilio, ...
Journal of the American Medical Directors Association 22 (5), 1029-1034, 2021
442021
Predicting pressure injury using nursing assessment phenotypes and machine learning methods
W Song, MJ Kang, L Zhang, W Jung, J Song, DW Bates, PC Dykes
Journal of the American Medical Informatics Association 28 (4), 759-765, 2021
402021
Infection prevention and control practices in the home environment: Examining enablers and barriers to adherence among home health care nurses
V Adams, J Song, J Shang, M McDonald, D Dowding, M Ojo, D Russell
American journal of infection control 49 (6), 721-726, 2021
362021
Machine learning applied to electronic health record data in home healthcare: a scoping review
M Hobensack, J Song, D Scharp, KH Bowles, M Topaz
International journal of medical informatics 170, 104978, 2023
272023
Clinical notes: an untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care
J Song, M Hobensack, KH Bowles, MV McDonald, K Cato, SC Rossetti, ...
Journal of biomedical informatics 128, 104039, 2022
242022
Exploring prevalence of wound infections and related patient characteristics in homecare using natural language processing
K Woo, J Song, V Adams, LJ Block, LM Currie, J Shang, M Topaz
International wound journal 19 (1), 211-221, 2022
192022
The relationship between pocket hematoma and risk of wound infection among patients with a cardiovascular implantable electronic device: an integrative review
J Song, A Tark, EL Larson
Heart & Lung 49 (1), 92-98, 2020
182020
Detecting language associated with home healthcare patient’s risk for hospitalization and emergency department visit
J Song, M Ojo, KH Bowles, MV McDonald, K Cato, SC Rossetti, V Adams, ...
Nursing research 71 (4), 285-294, 2022
172022
Are we getting what we really want? A systematic review of concordance between physician orders for life-sustaining treatment (POLST) documentation and subsequent care …
A Tark, J Song, J Parajuli, S Chae, PW Stone
American Journal of Hospice and Palliative Medicine® 38 (9), 1142-1158, 2021
162021
Effects of physical activity programs on health outcomes of family caregivers of older adults with chronic diseases: a systematic review
D Baik, J Song, A Tark, H Coats, N Shive, C Jankowski
Geriatric Nursing 42 (5), 1056-1069, 2021
122021
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians
M Hobensack, M Ojo, Y Barrón, KH Bowles, K Cato, S Chae, E Kennedy, ...
Journal of the American Medical Informatics Association 29 (5), 805-812, 2022
112022
Risk of rehospitalization or emergency department visit is significantly higher for patients who receive their first home health care nursing visit later than 2 days after …
M Topaz, Y Barrón, J Song, N Onorato, P Sockolow, M Zolnoori, K Cato, ...
Journal of the American Medical Directors Association 23 (10), 1642-1647, 2022
102022
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms
J Song, K Woo, J Shang, M Ojo, M Topaz
Advances in skin & wound care 34 (8), 1-12, 2021
102021
Factors associated with timing of the start-of-care nursing visits in home health care
J Song, M Zolnoori, MV McDonald, Y Barrón, K Cato, P Sockolow, ...
Journal of the American Medical Directors Association 22 (11), 2358-2365. e3, 2021
92021
The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care
J Song, S Chae, KH Bowles, MV McDonald, Y Barrón, K Cato, ...
Journal of advanced nursing 79 (2), 593-604, 2023
82023
Do nurses document all discussions of patient problems and nursing interventions in the electronic health record? A pilot study in home healthcare
J Song, M Zolnoori, D Scharp, S Vergez, MV McDonald, S Sridharan, ...
JAMIA open 5 (2), ooac034, 2022
82022
Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure
S Chae, J Song, M Ojo, KH Bowles, MV McDonald, Y Barrón, ...
Heart & Lung 55, 148-154, 2022
72022
Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study.
M Hobensack, M Ojo, KH Bowles, MV McDonald, J Song, M Topaz
Nursing Informatics, 426-430, 2021
72021
Identifying heart failure symptoms and poor self-management in home healthcare: a natural language processing study
S Chae, J Song, M Ojo, M Topaz
Nurses and Midwives in the Digital Age, 15-19, 2021
72021
A rapid review on current and potential uses of large language models in nursing
M Hobensack, H Von Gerich, P Vyas, J Withall, LM Peltonen, LJ Block, ...
International Journal of Nursing Studies, 104753, 2024
62024
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