Jiyoun Song

University of Pennsylvania

United States

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Articles (20)

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2022

Collaborators (9)

Jacquelyn Taylor

Professor of Nursing

Columbia University

UNITED STATES

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Kenrick Cato

UNITED STATES

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James Noble

Associate Professor of Neurology

Columbia University

UNITED STATES

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Jihye Scroggins

Assistant Professor

University of North Carolina at Chapel Hill

UNITED STATES

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Maxim Topaz

Associate Professor

Columbia University

UNITED STATES

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Kathryn H. Bowles

UNITED STATES

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Sarah Rossetti

Assistant Professor of Biomedical Informatics and Nursing

Columbia University

UNITED STATES

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Scott Sittig

Associate Professor

University of Louisiana at Lafayette

UNITED STATES

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Sena Chae

Assistant professor

Iowa State University

UNITED STATES

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Jiyoun Song

Research Interests

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Articles (20)

Does synthetic data augmentation improve the performances of machine learning classifiers for identifying health problems in patient–nurse verbal communications in home healthcare settings?

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

Characterizing symptom clusters for older adults with urinary incontinence in home healthcare

Expectations, Emotions, and Empowerment

From Conversation to Standardized Terminology: An LLM‐RAG Approach for Automated Health Problem Identification in Home Healthcare

Comparing the influence of social risk factors on machine learning model performance across racial and ethnic groups in home healthcare

Exploring the full potential of the electronic health record: the application of natural language processing for clinical practice

The Paradox of Choice in Palliative Care Decision-Making in Managed Long-Term Care: A Qualitative Study

Applying natural language processing to understand symptoms among older adult home healthcare patients with urinary incontinence

Documentation of social determinants of health across individuals from different racial and ethnic groups in home healthcare

HomeADScreen: Developing Alzheimer's disease and related dementia risk identification model in home healthcare

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

Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care

The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care

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

Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians

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

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

Do nurses document all discussions of patient problems and nursing interventions in the electronic health record? A pilot study in home healthcare

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

Collaborators (9)

Jacquelyn Taylor

Kenrick Cato

James Noble

Jihye Scroggins

Maxim Topaz

Kathryn H. Bowles

Sarah Rossetti

Scott Sittig

Sena Chae

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