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. - Jiyoun Song; Maryam Zolnoori; Danielle Scharp; Sasha Vergez; Margaret V. McDonald; Sridevi Sridharan; Zoran Kostic; Maxim Topaz (AMIA, 2022)

Machine learning applied to electronic health record data in home healthcare: A scoping review. - Mollie Hobensack; Jiyoun Song; Danielle Scharp; Kathryn H. Bowles; Maxim Topaz (Int. J. Medical Informatics, 2023)

Social Determinants Documented Across Individuals from Different Racial and Ethnic Groups in Home Healthcare. - Mollie Hobensack; Danielle Scharp; Jiyoun Song; Maxim Topaz (Nursing Informatics, 2024)

Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing. - Jihye Kim Scroggins; Ismael I Hulchafo; Sarah Harkins; Danielle Scharp; Hans Moen; Anahita Davoudi; Kenrick Cato; Michele Tadiello; Maxim Topaz; Veronica Barcelona (J. Am. Medical Informatics Assoc., 2025)

Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review. - Zidu Xu; Danielle Scharp; Mollie Hobensack; Jiancheng Ye; Jungang Zou; Sirui Ding; Jingjing Shang; Maxim Topaz (J. Am. Medical Informatics Assoc., 2025)