Linying Zhang

Most-cited papers

Predicting pressure injury using nursing assessment phenotypes and machine learning methods
Wenyu Song, Min-Jeoung Kang, Linying Zhang, Wonkyung Jung +3 more
2021J. Am. Medical Informatics Assoc.65 citations Open access
Semantic Scholar
Improved Accuracy and Efficiency of Primary Care Fall Risk Screening of Older Adults Using a Machine Learning Approach
Wenyu Song, Nancy K. Latham, Luwei Liu, Hannah Rice +15 more
2024Journal of The American Geriatrics Society14 citations Open access
Semantic Scholar
Predicting hospitalization of COVID-19 positive patients using clinician-guided machine learning methods
Wenyu Song, Linying Zhang, Luwei Liu, Michael Sainlaire +8 more
2022J. Am. Medical Informatics Assoc.11 citations Open access
Semantic Scholar
Multi-State Modeling of Pressure Injury Staging Transition Trajectories to Inform Next-Generation Clinical Decision Support
Wen-Yu Song, Min-Jeoung Kang, Luwei Liu, Michael Sainlaire +16 more
2025Advances in wound care1 citations
Semantic Scholar
Using EHR Data and Machine Learning Methods to Predict Fall Injury
Wenyu Song, Luwei Liu, Hannah Rice, Michael Sainlaire +9 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Predicting Hospitalization of COVID-19 Positive Patients Using Machine Learning Methods
Wenyu Song, Linying Zhang, Michael Sainlaire, M. Karvar +6 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods
Wenyu Song, Min-Jeoung Kang, Linying Zhang, Jose P. Garcia +2 more
2020American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Personalized treatment for type 2 diabetes using weighted k-nearest neighbors
Wenyu Song, Linying Zhang, E. Gill, Jeremiah Zhe Liu +1 more
2019American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar