Examining Linguistic Differences in Electronic Health Records for Diverse Patients With Diabetes: Natural Language Processing Analysis

Isabel Bilotta   ¹ , PhD ;   Scott Tonidandel   ² , PhD ;   Winston R Liaw   ³ , MPH, MD ;   Eden King   ⁴ , PhD ;   Diana N Carvajal   ⁵ , MPH, MD ;   Ayana Taylor   ⁶ , MD ;   Julie Thamby   ⁷ , BA ;   Yang Xiang   ⁸ , PhD ;   Cui Tao   ⁹ , PhD ;   Michael Hansen   ¹⁰ , MPH, MS, MD

¹ Deutser, Houston, TX, United States

² Belk College of Business, University of North Carolina at Charlotte, Charlotte, NC, United States

³ Department of Health Systems and Population Health Sciences, University of Houston Tilman J. Fertitta Family College of Medicine, Houston, TX, United States

⁴ Department of Psychological Sciences, Rice University, Houston, TX, United States

⁵ Department of Family & Community Medicine, University of Maryland, Baltimore, MD, United States

⁶ Department of Physical Medicine and Rehabilitation, University of California, Los Angeles, Los Angeles, CA, United States

⁷ Duke University School of Medicine, Durham, NC, United States

⁸ Peng Cheng Laboratory, Shenzhen, China

⁹ Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, United States

¹⁰ Depatment of Family and Community Medicine, Baylor College of Medicine, Houston, TX, United States