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Journal Articles
- 2024
[j5]Anahita Davoudi
, Sena Chae, Lauren Evans, Sridevi Sridharan, Jiyoun Song, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz:
Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure. Int. J. Medical Informatics 191: 105534 (2024)- 2023
- [j4]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:
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. J. Am. Medical Informatics Assoc. 30(10): 1622-1633 (2023) - [j3]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:
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. J. Am. Medical Informatics Assoc. 30(11): 1801-1810 (2023) - 2022
- [j2]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:
Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. J. Am. Medical Informatics Assoc. 29(5): 805-812 (2022) - [j1]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:
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. J. Biomed. Informatics 128: 104039 (2022)
Conference and Workshop Papers
- 2022
- [c7]Sena Chae, Karen Dunn Lopez, Barbara Rakel:
A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language Processing. AMIA 2022 - [c6]Sena Chae, Jiyoun Song, Yolanda Barrón, Kathy Bowles, Margaret V. McDonald, Sarah Collins Rossetti, Kenrick Cato, Mollie Hobensack, Lauren Evans, Maxim Topaz:
Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations. AMIA 2022 - [c5]Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathy Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz:
Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. AMIA 2022 - 2021
- [c4]Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz:
Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. AMIA 2021 - [c3]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:
Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care. AMIA 2021 - [c2]Sena Chae, Jiyoun Song, Marietta Ojo, Maxim Topaz:
Identifying Heart Failure Symptoms and Poor Self-Management in Home Healthcare: A Natural Language Processing Study. Nursing Informatics 2021: 15-19 - 2018
- [c1]Sena Chae, Hyunkyoung Oh, Sue Moorhead:
Effectiveness of Nursing Interventions based on Nursing Outcomes using Standardized Nursing Languages: An Integrative Review. AMIA 2018
Coauthor Index
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last updated on 2024-10-23 21:27 CEST by the dblp team
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