Publications by authors named "Maxim Topaz"

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Characterizing symptom clusters for older adults with urinary incontinence in home healthcare.
Danielle Scharp, Jiyoun Song, Zidu Xu, Mary Happel Palmer, Veronica Barcelona, Maxim Topaz

Geriatr Nurs· December 2025

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From Research to Practice in Days, not Decades: Why Leaders Must Act now.
Laura-Maria Peltonen, Maxim Topaz, Zhihong Zhang

J Med Syst· December 2025

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Video Annotation in Nurse Home Visits: Methodology Development and Pilot Evaluation.
Zhihong Zhang, Pallavi Gupta, Jiyoun Song, Meijia Song, Martin Michalowski, Maxim Topaz

Comput Inform Nurs· December 2025

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Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models.
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Ali Zolnour, Hossein Azadmaleki, Maxim Topaz

Int J Med Inform· November 2025

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From Conversation to Standardized Terminology: An LLM-RAG Approach for Automated Health Problem Identification in Home Healthcare.
Zhihong Zhang, Pallavi Gupta, Jiyoun Song, Maryam Zolnoori, Maxim Topaz

J Nurs Scholarsh· November 2025

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Advancing AI initiatives in nursing academics: Case studies and insights from thought leaders.
Paulina Sockolow, Martin Michalowski, Laura-Maria Peltonen, Lisiane Pruinelli, Maxim Topaz

Nurs Outlook· November 2025

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Patient Disability Status and the Use of Stigmatizing Language in Clinical Notes During Hospital Admission for Birth.
Sarah E Harkins, Ismael I Hulchafo, Jihye Kim Scroggins, Caroline Walsh, Meghan Didier, Maxim Topaz

J Obstet Gynecol Neonatal Nurs· November 2025

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Adverse Social Determinants of Health and Urinary Incontinence Among Older Adult Women in Home Health Care.
Danielle Scharp, Mollie Hobensack, Jiyoun Song, Orna Intrator, Nihal Mohamed, Maxim Topaz

J Am Med Dir Assoc· November 2025

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Nonlinear Relationship Between Vital Signs and Hospitalization/Emergency Department Visits Among Older Home Healthcare Patients and Critical Vital Sign Cutoff for Adverse Outcomes: Application of Generalized Additive Model.
Se Hee Min, Jiyoun Song, Lauren Evans, Kathryn H Bowles, Margaret V McDonald, Maxim Topaz

Clin Nurs Res· September 2025

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Exploring the Moderation Effects of Race on the Relationship Among Sex Hormones, Biomarkers, and Psychological Symptoms in Female Older Adults.
Se Hee Min, Maxim Topaz, Chiyoung Lee, Rebecca Schnall

Clin Nurs Res· September 2025

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Rapid review: Growing usage of Multimodal Large Language Models in healthcare.
Pallavi Gupta, Zhihong Zhang, Meijia Song, Martin Michalowski, Xiao Hu, Maxim Topaz

J Biomed Inform· September 2025

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Invisible Scribes: Can Nurses Trust Ambient AI for Clinical Documentation?
Maxim Topaz

J Contin Educ Nurs· September 2025

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Beyond human ears: navigating the uncharted risks of AI scribes in clinical practice.
Maxim Topaz, Laura Maria Peltonen, Zhihong Zhang

NPJ Digit Med· September 2025

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Identifying and Reducing Stigmatizing Language in Home Health Care With a Natural Language Processing-Based System (ENGAGE): Protocol for a Mixed Methods Study.
Zhihong Zhang, Pallavi Gupta, Stephanie Potts-Thompson, Laura Prescott, Morgan Morrison, Maxim Topaz

JMIR Res Protoc· September 2025

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Toward equitable documentation: Evaluating ChatGPT's role in identifying and rephrasing stigmatizing language in electronic health records.
Zhihong Zhang, Jihye Kim Scroggins, Sarah Harkins, Ismael Ibrahim Hulchafo, Hans Moen, Maxim Topaz

Nurs Outlook· August 2025

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Performance of LLMs in Citation Screening: A Comparison Across Datasets with Varied Inclusion Rates.
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Pallavi Gupta, Maxim Topaz, Maryam Zolnoori

Stud Health Technol Inform· August 2025

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Voice for All: Evaluating the Accuracy and Equity of Automatic Speech Recognition Systems in Transcribing Patient Communications in Home Healthcare.
Zidu Xu, Sasha Vergez, Elyas Esmaeili, Ali Zolnour, Krystal Anne Briggs, Maxim Topaz

Stud Health Technol Inform· August 2025

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A Scoping Review of Large Language Model Applications in Healthcare.
Zhihong Zhang, Mohamad Javad Momeni Nezhad, Seyed Mohammad Bagher Hosseini, Ali Zolnour, Zahra Zonour, Maxim Topaz

Stud Health Technol Inform· August 2025

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Understanding Gender-Specific Daily Care Preferences for Person-Centered Care: A Topic Modeling Study.
Kyungmi Woo, Se Hee Min, Aeri Kim, Subin Choi, Gregory L Alexander, Maxim Topaz

Stud Health Technol Inform· August 2025

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The Overlooked Dark Side of Generative AI in Nursing: An International Think Tank's Perspective.
Maxim Topaz, Laura Maria Peltonen, Martin Michalowski, Lisiane Pruinelli, Charlene E Ronquillo

J Nurs Scholarsh· July 2025

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Risk Factors for Emergency Department Visits or Hospitalizations Among Older Adults With Urinary Incontinence in Home Health Care.
Danielle Scharp, Jiyoun Song, Mary Happel Palmer, Veronica Barcelona, Maxim Topaz

J Gerontol Nurs· June 2025

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Comparing the influence of social risk factors on machine learning model performance across racial and ethnic groups in home healthcare.
Mollie Hobensack, Anahita Davoudi, Jiyoun Song, Kenrick Cato, Kathryn H Bowles, Maxim Topaz

Nurs Outlook· June 2025

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Stigmatizing and Positive Language in Birth Clinical Notes Associated With Race and Ethnicity.
Ismael Ibrahim Hulchafo, Jihye Kim Scroggins, Sarah E Harkins, Hans Moen, Michele Tadiello, Maxim Topaz

JAMA Netw Open· May 2025

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Cancers missed, women dismissed yet persist: natural language processing of online forums.
Kathleene T Ulanday, Maxim Topaz, Jeanette Shekelle, Marley Gibbons, Desiree Walker

Breast Cancer Res· May 2025

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Understanding Gender-Specific Daily Care Preferences: Topic Modeling Study.
Kyungmi Woo, Se Hee Min, Aeri Kim, Subin Choi, Gregory L Alexander, Maxim Topaz

J Med Internet Res· May 2025

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