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List of works by Jiyoun Song

Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care

scientific article published in April 2022

Detecting Language Associated With Home Healthcare Patient's Risk for Hospitalization and Emergency Department Visit

Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure

scientific article published on 7 November 2024

EHR Solutions for Information Transfer Deficits During Transitions in Care for Sepsis Survivors

scientific article published on 24 July 2024

Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study

scientific article published on 30 December 2021

Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study (Preprint)

preprint

Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure

scientific article published in 2022

Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure

scientific article published in November 2024

Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study

scientific article published on 17 April 2023

Home Health Care Clinicians’ Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study (Preprint)

scientific article published on 8 September 2022

Observation of Hand Hygiene Practices in Home Health Care

scientific article published on 15 September 2020

Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model

scientific article published on 25 September 2023

Temporal change of risk factors in hospital-acquired Clostridioides difficile infection using time-trend analysis

scientific article published on 29 May 2020

The Association Between the Frequency of Interruptions in Antibiotic Exposure and the Risk of Health Care-Associated Clostridiodes difficile Infection

scientific article published on 05 August 2020

The Role of Health Information Technology During Hospital to Home Transitions

scientific article published on 24 July 2024

Using natural language processing to identify acute care patients who lack advance directives, decisional capacity, and surrogate decision makers

scientific article published in 2022

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