Margaret V. McDonald

22 papers Misc 7Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications. J. Am. Medical Informatics Assoc. Maryam Zolnoori, Ali Zolnour, Sasha Vergez, Sridevi Sridharan, Ian Spens, Maxim Topaz, James M. Noble, Suzanne Bakken, Julia Hirschberg, Kathryn H. Bowles, Nicole Onorato, Margaret V. McDonald
2025	J	`jnl`	Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction. CoRR Yu-Wen Chen, William Ho, Sasha Vergez, Grace Flaherty, Pallavi Gupta, Zhihong Zhang, Maryam Zolnoori, Margaret V. McDonald, Maxim Topaz, Zoran Kostic, Julia Hirschberg
2025	—	`conf`	Voice for All: Evaluating the Accuracy and Equity of Automatic Speech Recognition Systems in Transcribing Patient Communications in Home Healthcare. MedInfo Zidu Xu, Sasha Vergez, Elyas Esmaeili, Ali Zolnour, Krystal Anne Briggs, Jihye Kim Scroggins, Seyed Farid Hosseini Ebrahimabad, James M. Noble, Maxim Topaz, Suzanne Bakken, Kathryn H. Bowles, Ian Spens, Nicole Onorato, Sridevi Sridharan, Margaret V. McDonald, Maryam Zolnoori
2024	J	`jnl`	Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. J. Am. Medical Informatics Assoc. Zidu Xu, Lauren Evans, Jiyoun Song, Sena Chae, Anahita Davoudi, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz
2024	J	`jnl`	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 Anahita Davoudi, Sena Chae, Lauren Evans, Sridevi Sridharan, Jiyoun Song, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz
2024	J	`jnl`	Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare. J. Am. Medical Informatics Assoc. Maryam Zolnoori, Sridevi Sridharan, Ali Zolnour, Sasha Vergez, Margaret V. McDonald, Zoran Kostic, Kathryn H. Bowles, Maxim Topaz
2023	J	`jnl`	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. 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
2023	J	`jnl`	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. 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
2022	Misc	`conf`	A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care Population. AMIA Jingjing Shang, Carlin Brickner, Jiyoun Song, David Russell, Margaret V. McDonald, Dawn Dowding
2022	Misc	`conf`	Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare. AMIA Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathryn H. Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz
2022	J	`jnl`	Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care. J. Biomed. Informatics 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
2022	J	`jnl`	Documentation of hospitalization risk factors in electronic health records (EHRs): a qualitative study with home healthcare clinicians. J. Am. Medical Informatics Assoc. 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
2022	Misc	`conf`	Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations. AMIA Sena Chae, Jiyoun Song, Yolanda Barrón, Kathryn H. Bowles, Margaret V. McDonald, Sarah Collins Rossetti, Kenrick Cato, Mollie Hobensack, Lauren Evans, Maxim Topaz
2022	Misc	`conf`	Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study. AMIA Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V. McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz
2021	J	`jnl`	"A catalyst for action": Factors for implementing clinical risk prediction models of infection in home care settings. J. Am. Medical Informatics Assoc. Dawn Dowding, David Russell, Margaret V. McDonald, Marygrace Trifilio, Jiyoun Song, Carlin Brickner, Jingjing Shang
2021	—	`conf`	Home Healthcare Clinicians' Perspectives on Electronic Health Records: A Qualitative Study. Nursing Informatics Mollie Hobensack, Marietta Ojo, Kathryn H. Bowles, Margaret V. McDonald, Jiyoun Song, Maxim Topaz
2021	Misc	`conf`	Identifying Narrative Documentation of Clinician Concern about Patient Deterioration in Home Healthcare: A Text Mining Study. AMIA Mollie Hobensack, Jiyoun Song, Maryam Zolnoori, Marietta Ojo, Kathryn H. Bowles, Sena Chae, Erin E. Kennedy, Margaret V. McDonald, Maxim Topaz
2021	Misc	`conf`	Natural Language Processing Algorithm to Detect Terms Representing Risk of Hospitalization or Emergency Department Visits during Home Health Care. AMIA 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
2019	J	`jnl`	Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches. J. Biomed. Informatics Maxim Topaz, Ludmila Murga, Katherine M. Gaddis, Margaret V. McDonald, Ofrit Bar-Bachar, Yoav Goldberg, Kathryn H. Bowles
2019	—	`conf`	Using Machine Learning on Home Health Care Assessments to Predict Fall Risk. MedInfo Yancy Lo, Selah F. Lynch, Ryan J. Urbanowicz, Randal S. Olson, Ashley Z. Ritter, Christina R. Whitehouse, Melissa O'Connor, Susan K. Keim, Margaret V. McDonald, Jason H. Moore, Kathryn H. Bowles
2015	Misc	`conf`	Electronic Health Management Platform (eHMP): The Next Phase of VA's EHR. AMIA Jonathan R. Nebeker, Walter P. Nichol, Shane McNamee, Jessica Murphy, James L. Hellewell, Reese Omizo, Kristian Johnson, Margaret V. McDonald, Kensaku Kawamoto, Guilherme Del Fiol, Emory Fry, Elaine Hunolt, Theresa Cullen, Scott D. Wood, Jennifer Herout, Charlene R. Weir
2013	J	`jnl`	Automating the medication regimen complexity index. J. Am. Medical Informatics Assoc. Margaret V. McDonald, Timothy R. Peng, Sridevi Sridharan, Janice B. Foust, Polina Kogan, Liliana E. Pezzin, Penny H. Feldman