Publications in VIVO

Co-author Network

Mollie Hobensack, PhD, RN, NI-BC

Person

Positions

Post-Doctoral Fellow, Vanderbilt University Medical Center

Clinical Disciplines

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Selected Publications

article
1. Automating infection indicator extraction in home healthcare through instruction-tuned large language models. Journal of the American Medical Informatics Association : JAMIA. 2026
3. Is the nursing PhD in terminal decline? The case for clinician-scientist pathways. Nursing Outlook. 2026
4. When documentation follows the patient: Unprofessional language and behavioral health referrals in substance use disorder — a retrospective cohort study using LLM-augmented natural language processing. DIGITAL HEALTH. 2026
5. Adverse Social Determinants of Health and Urinary Incontinence Among Older Adult Women in Home Health Care. Journal of the American Medical Directors Association. 2025
6. Applying natural language processing to understand symptoms among older adult home healthcare patients with urinary incontinence. Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing. 2025
7. Building a Time-Series Model to Predict Hospitalization Risks in Home Health Care: Insights Into Development, Accuracy, and Fairness. Journal of the American Medical Directors Association. 2025
8. Comparing the influence of social risk factors on machine learning model performance across racial and ethnic groups in home healthcare. Nursing Outlook. 2025
10. Documentation of social determinants of health across individuals from different racial and ethnic groups in home healthcare. Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing. 2025
13. Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review. Journal of the American Medical Informatics Association : JAMIA. 2025
14. A rapid review on current and potential uses of large language models in nursing. International Journal of Nursing Studies. 2024
15. Benefits of Dual Appointments in Academic Research and Bedside Nursing. The American journal of nursing. 2024
16. Characterizing atrial fibrillation symptom improvement following de novo catheter ablation. European journal of cardiovascular nursing. 2024
18. Identifying Barriers to The Implementation of Communicating Narrative Concerns Entered by Registered Nurses, An Early Warning System SmartApp. Applied clinical informatics. 2024
19. Identifying Depression Through Machine Learning Analysis of Omics Data: Scoping Review. JMIR Nursing. 2024
21. Natural Language Processing Applied to Clinical Documentation in Post-acute Care Settings: A Scoping Review. Journal of the American Medical Directors Association. 2024
22. Optimizing Response Rates to Examine Health IT Maturity and Nurse Practitioner Care Environments in US Nursing Homes: Mixed Mode Survey Recruitment Protocol. JMIR research protocols. 2024
24. Social Determinants of Health in Digital Health Policies: an International Environmental Scan. Yearbook of Medical Informatics. 2024
25. Characterising symptom clusters in patients with atrial fibrillation undergoing catheter ablation. Open heart. 2023
26. Eliciting Insights From Chat Logs of the 25X5 Symposium to Reduce Documentation Burden: Novel Application of Topic Modeling. Journal of medical Internet research. 2023
28. Machine learning applied to electronic health record data in home healthcare: A scoping review. International Journal of Medical Informatics. 2023
29. Natural Language Processing of Nursing Notes. Computers, informatics, nursing : CIN. 2023
30. Older Adult Engagement With Symptom Reporting in a COVID-19 Citizen Science Application. Journal of gerontological nursing. 2023
31. Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. Journal of the American Medical Informatics Association : JAMIA. 2023
33. Scoping review of health information technology usability methods leveraged in Africa. Journal of the American Medical Informatics Association : JAMIA. 2023
35. Social Risk Factors are Associated with Risk for Hospitalization in Home Health Care: A Natural Language Processing Study. Journal of the American Medical Directors Association. 2023
37. The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care. Journal of advanced nursing. 2023
38. Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. Journal of the American Medical Informatics Association : JAMIA. 2023
40. Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments. Journal of the American Medical Informatics Association : JAMIA. 2023
42. 25 × 5 Symposium to Reduce Documentation Burden: Report-out and Call for Action. Applied clinical informatics. 2022
43. Artificial Intelligence -based technologies in nursing: A scoping literature review of the evidence. International Journal of Nursing Studies. 2022
45. Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. Journal of biomedical informatics. 2022
47. Detecting Language Associated With Home Healthcare Patient’s Risk for Hospitalization and Emergency Department Visit. Nursing research. 2022
49. Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. Journal of the American Medical Informatics Association : JAMIA. 2022
51. Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure. Heart & Lung. 2022
53. Establishing Transport Statistics: Results From the Medevac Transport Statistics Survey. Air Medical Journal. 2019
document
1. Evaluating Large Language Models for Extracting Social Determinants of Health in Substance Use Disorder Notes. Studies in health technology and informatics. 2026
2. A Research Protocol: Mixed-Mode Designs to Optimize Engagement in Clinical Informatics Research 2024
4. Enabling Techquity in Nursing Practice: Informatics, Technology, and Innovation. The Future of Nursing 2020-2030: Global Applications to Advance Health Equity. 2023
5. Home Healthcare Clinicians’ Perspectives on Electronic Health Records: A Qualitative Study. Studies in health technology and informatics. 2021