All Stories

  1. Building a Time-Series Model to Predict Hospitalization Risks in Home Health Care: Insights Into Development, Accuracy, and Fairness

    Article • Journal of the American Medical Directors Association, February 2025, Elsevier

    Assistant Professor Sena Chae

  2. Leveraging Artificial Intelligence/Machine Learning Models to Identify Potential Palliative Care Beneficiaries: A Systematic Review

    Article • Journal of Gerontological Nursing, January 2025, SLACK, Inc.

    Assistant Professor Sena Chae

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

    Article • Journal of Nursing Scholarship, November 2024, Wiley

    Assistant Professor Sena Chae

  4. Exploring home healthcare clinicians’ needs for using clinical decision support systems for early risk warning

    Article • Journal of the American Medical Informatics Association, September 2024, Oxford University Press (OUP)

    Assistant Professor Sena Chae

  5. Agreement between patient‐reported and clinically documented symptoms of acute myeloid leukemia: Study protocol

    Article • Journal of Advanced Nursing, July 2024, Wiley

    Assistant Professor Sena Chae

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

    Article • International Journal of Medical Informatics, June 2024, Elsevier

    Assistant Professor Sena Chae

  7. Development and Testing of the Relational and Structural Components of Innovativeness Across Academia and Practice for Healthcare Progress Scale

    Article • JONA The Journal of Nursing Administration, April 2024, Wolters Kluwer Health

    Assistant Professor Sena Chae

  8. Prediction of Cancer Symptom Trajectory Using Longitudinal Electronic Health Record Data and Long Short-Term Memory Neural Network

    Article • JCO Clinical Cancer Informatics, March 2024, American Society of Clinical Oncology (ASCO)

    Assistant Professor Sena Chae

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

    Article • Journal of the American Medical Informatics Association, July 2023, Oxford University Press (OUP)

    Assistant Professor Sena Chae

  10. Home Healthcare Patients With Distinct Psychological, Cognitive, and Behavioral Symptom Profiles and At-Risk Subgroup for Hospitalization and Emergency Department Visits Using Latent Class Analysis

    Article • Clinical Nursing Research, June 2023, SAGE Publications

    Assistant Professor Sena Chae

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

    Article • Journal of the American Medical Informatics Association, June 2023, Oxford University Press (OUP)

    Assistant Professor Sena Chae

  12. Validation of Nursing Outcomes Classification: Knowledge and Self-management for Cardiac Disease

    Article • CIN Computers Informatics Nursing, January 2023, Wolters Kluwer Health

    Assistant Professor Sena Chae

  13. Linking nursing outcomes classification to the self‐ and family management framework

    Article • Journal of Advanced Nursing, November 2022, Wiley

    Assistant Professor Sena Chae

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

    Article • Journal of Advanced Nursing, November 2022, Wiley

    Assistant Professor Sena Chae

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

    Article • Heart & Lung, September 2022, Elsevier

    Assistant Professor Sena Chae

  16. Longitudinal Subgrouping of Patients With Cancer Based on Symptom Experiences: An Integrative Review

    Article • June 2022, Oncology Nursing Society (ONS)

    Assistant Professor Sena Chae

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

    Article • Journal of Biomedical Informatics, April 2022, Elsevier

    Assistant Professor Sena Chae

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

    Article • Journal of the American Medical Informatics Association, February 2022, Oxford University Press (OUP)

    Assistant Professor Sena Chae

  19. Detecting Language Associated With Home Healthcare Patient’s Risk for Hospitalization and Emergency Department Visit

    Article • Nursing Research, February 2022, Wolters Kluwer Health

    Assistant Professor Sena Chae

  20. Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study

    Article • December 2021, IOS Press

    Assistant Professor Sena Chae

  21. A Review of Web-Based COVID-19 Resources for Palliative Care Clinicians, Patients, and Their Caregivers

    Article • Journal of Hospice and Palliative Nursing, February 2021, Wolters Kluwer Health

    Assistant Professor Sena Chae

  22. Are We Getting What We Really Want? A Systematic Review of Concordance Between Physician Orders for Life-Sustaining Treatment (POLST) Documentation and Subsequent Care Delivered at End-of-Life

    Article • American Journal of Hospice and Palliative Medicine®, November 2020, SAGE Publications

    Assistant Professor Sena Chae

  23. Improved readability and functions needed for mHealth apps targeting patients with heart failure: An app store review

    Article • Research in Nursing & Health, October 2020, Wiley

    Assistant Professor Sena Chae

  24. Multimorbidity and Cancer: Using Electronic Health Record (EHR) Data to Cluster Patients in Multimorbidity Phenotypes (GP735)

    Article • Journal of Pain and Symptom Management, July 2020, Elsevier

    Assistant Professor Sena Chae

  25. Effectiveness of Nursing Interventions using Standardized Nursing Terminologies: An Integrative Review

    Article • Western Journal of Nursing Research, February 2020, SAGE Publications

    Assistant Professor Sena Chae

  26. Multimorbidity and Cancer: Using Electronic Health Record (EHR) Data to Cluster Patients in Multimorbidity Phenotypes (S787)

    Article • Journal of Pain and Symptom Management, February 2020, Elsevier

    Assistant Professor Sena Chae

  27. Multimorbidity, cancer, and symptoms: Using electronic health record data to cluster patients in multimorbidity phenotypes.

    Article • Journal of Clinical Oncology, November 2019, American Society of Clinical Oncology (ASCO)

    Assistant Professor Sena Chae

  28. Warming of Irrigation Fluids for Prevention of Perioperative Hypothermia During Arthroscopy: A Systematic Review and Meta-analysis

    Article • Arthroscopy The Journal of Arthroscopic and Related Surgery, March 2018, Elsevier

    Assistant Professor Sena Chae

  29. Factors Associated With End-of-Life Planning in Huntington Disease

    Article • American Journal of Hospice and Palliative Medicine®, June 2017, SAGE Publications

    Assistant Professor Sena Chae

  30. Effect of Perception of Career Ladder System on Job Satisfaction, Intention to Leave among Perioperative Nurses

    Article • Journal of Korean Academy of Nursing Administration, January 2015, Korean Academy of Nursing Administration (KAMJE)

    Assistant Professor Sena Chae

  31. Clustering and prediction of cancer symptom trajectories using longitudinal nursing documentation data

    Article • The University of Iowa

    Assistant Professor Sena Chae