Effectiveness of Nursing Interventions based on Nursing Outcomes using Standardized Nursing Languages: An Integrative Review. - Sena Chae; Hyunkyoung Oh; Sue Moorhead (AMIA, 2018)

Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. - Mollie Hobensack; Jiyoun Song; Maryam Zolnoori; Marietta Ojo; Kathryn H. Bowles; Sena Chae; Erin E. Kennedy; Margaret V. McDonald; Maxim Topaz (AMIA, 2021)

Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care. - Jiyoun Song; Marietta Ojo; Margaret V. McDonald; Kenrick Cato; Sarah Collins Rossetti; Yolanda Barrón; Sridevi Sridharan; Sena Chae; Mollie Hobensack; Kathryn H. Bowles; Maxim Topaz (AMIA, 2021)

Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study. - Sena Chae; Jiyoun Song; Marietta Ojo; Maxim Topaz (Nursing Informatics, 2021)

A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing. - Sena Chae; Karen Dunn Lopez; Barbara Rakel (AMIA, 2022)

Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations. - Sena Chae; Jiyoun Song; Yolanda Barrón; Kathryn H. Bowles; Margaret V. McDonald; Sarah Collins Rossetti; Kenrick Cato; Mollie Hobensack; Lauren Evans; Maxim Topaz (AMIA, 2022)

Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. - Mollie Hobensack; Jiyoun Song; Sena Chae; Erin E. Kennedy; Maryam Zolnoori; Kathryn H. Bowles; Margaret V. McDonald; Lauren Evans; Maxim Topaz (AMIA, 2022)

Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. - Mollie Hobensack; Marietta Ojo; Yolanda Barrón; Kathryn H. Bowles; Kenrick Cato; Sena Chae; Erin E. Kennedy; Margaret V. McDonald; Sarah Collins Rossetti; Jiyoun Song; Sridevi Sridharan; Maxim Topaz (J. Am. Medical Informatics Assoc., 2022)

Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. - Jiyoun Song; Mollie Hobensack; Kathryn H. Bowles; Margaret V. McDonald; Kenrick Cato; Sarah Collins Rossetti; Sena Chae; Erin E. Kennedy; Yolanda Barrón; Sridevi Sridharan; Maxim Topaz (J. Biomed. Informatics, 2022)

Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. - Sena Chae; Anahita Davoudi; Jiyoun Song; Lauren Evans; Mollie Hobensack; Kathryn H. Bowles; Margaret V. McDonald; Yolanda Barrón; Sarah Collins Rossetti; Kenrick Cato; Sridevi Sridharan; Maxim Topaz (J. Am. Medical Informatics Assoc., 2023)

Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. - Jiyoun Song; Se Hee Min; Sena Chae; Kathryn H. Bowles; Margaret V. McDonald; Mollie Hobensack; Yolanda Barrón; Sridevi Sridharan; Anahita Davoudi; Sungho Oh; Lauren Evans; Maxim Topaz (J. Am. Medical Informatics Assoc., 2023)

Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure. - Anahita Davoudi; Sena Chae; Lauren Evans; Sridevi Sridharan; Jiyoun Song; Kathryn H. Bowles; Margaret V. McDonald; Maxim Topaz (Int. J. Medical Informatics, 2024)

Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. - Zidu Xu; Lauren Evans; Jiyoun Song; Sena Chae; Anahita Davoudi; Kathryn H. Bowles; Margaret V. McDonald; Maxim Topaz (J. Am. Medical Informatics Assoc., 2024)