Publications

HRSA Publications

Conference Abstract and Presentations

Uma Sarder, Allysceaeioun D Britt, Todd Gary, Aize Cao, “Leveraging Machine Learning to Investigate the Impact of Substance Use Disorders and Pre-Existing Health Conditions on Preeclampsia using NIH All of Us Data”, American Public Health Association (APHA), 2025. Accepted for oral presentation

Judith Dike, Aize Cao, “The Impact of Stress and Anxiety on Cardiovascular Outcomes in Thyroid Dysfunction” American Public Health Association (APHA), 2025. Accepted for Oral presentation

Sade Graves, Joyce Y. Hall, DrPH, MPH; Yvonne Bronner, PhD; Aize Cao, PhD, Examining the Impact of Socioeconomic Factors on Women’s Access to Substance Use Treatment, American Public Health Association (APHA) Annual Meeting and Expo, 2025, accepted, poster

Micaiah McDonald, Todd Gary, Joshua Jackson, Aize Cao, Exploring the Impact of Neighborhood Environment, Food Insecurity, Discrimination, and Social Support on the Mental Health Among People Who Use Marijuana, TPHA Conference, 2025, accepted for oral presentation

Uma Sarder Aize Cao, Bishnu Sarker, “Predicting ICD-10 Code from Clinical Notes using Retrieval-Augmented Generation (RAG) Framework”, Tennessee Public Health Association (TPHA), 2025. accepted for oral presentation

Sade Graves, Aize Cao, PhD, Depression and Socioeconomic Factors in Women’s Access to Substance Use Treatment, Tennessee Public Health Association (TPHA) Annual Conference, 2025. poster

Dodji Kuwonu, Aize Cao; Investigating the Relation of Economic, Social, and Environmental Factors with Children’s Mental Health, TPHA, Conference 2025. accepted for oral presentation

Judith Dike, Uma Sarder, Aize Cao, “The Association Between Graves’ Disease and Risk of Preterm Births: A Predictive Modeling Approach Using Logistic Regression and Random Forests” AMIA Clinical Informatics Conference, Anaheim, CA, May 20-23, 2025.

Uma Sarder, Aize Cao, “Leveraging NIH All of Us Data for Predictive Modeling of Preeclampsia: A Population-Based Approach to Address Maternal Health Disparities”. Dr. Clifton K. Meador 2024, Meharry-Vanderbilt Alliance, TN.

Judith Dike, Uma Sarder, Aize Cao, “Preterm Birth Prediction in Patients with Graves’ Disease: Insights from NIH All of Us Data”, 69th Meharry Annual Research Day, 2025.

Uma Sarder; Aize Cao, Bishnu Sarker, “ICD-10 Prediction Using Retrieval-Augmented Generation (RAG)”, RCMI Conference 2025.

Micaiah McDonald, Bishnu Sarker, Shawn Goodwin, Ashutosh Singhal, Aize Cao, Exploring the Impact of Social Determinants of Health on Marijuana Use: Insights from the NIH All of Us Survey Data, RCMI Consortium Conference, 2024

Uma Sarder, Lloyda B. Williamson, Bishnu Sarker, Aize Cao, “Investigating Congestive Heart Failure (CHF) among Women with Substance Use Disorders using NIH All of Us Data”, American Medical Informatics Association (AMIA), 2024.

Clarence White, Uma Sarder, Lloyda B. Williamson, Aize Cao, “Racial and Mental Health Disparities in Substance Use Disorder Patients through NIH All of Us Data”, RCMI Conference 2024.

Uma Sarder; Aize Cao, “Investigating Pregnancy Patterns and Racial Disparities: Preliminary Insights from the NIH All of Us Data”, American Public Health Association (APHA), 2024.

Uma Sarder; Aize Cao, “Association of Socioeconomic Status on Mental Health among Pregnant Women Using NIH All of Us Data” 69th Meharry Annual Research Day, 2025.

Aize Cao; Kiah Mayo; Todd Gary; Lloyda Williamson, Understanding AMA Discharges: Characteristics and Risk Factors Among Pregnant and Postpartum Women with Substance Use Disorders, AcademyHealth Annual Research Meeting, 2024

Uma Sarder; Aize Cao, Investigating Pregnancy Patterns and Racial Disparities: Preliminary Insights from the NIH All of Us Data, 2024, American Public Health Association, 2024, Submitted

Aize Cao; Kiah Mayo; Todd Gary; Lloyda Williamson, Early Onset of Substance Use in Pregnant and Postpartum Women in low-resource settings: A Call for Targeted Interventions, American Public Health Association, 2024,

Submitted

Uma Sarder, Allysceaeioun D Britt, Todd Gary, Aize Cao, “Impact of Socioeconomic Status on Maternal Mental Health (Depression and Anxiety) among Women Using NIH All of Us Data”, American Medical Informatics Association (AMIA), 2025.

In Progress

Sade Graves, Yvonne Bronner, ScD; Joyce Y. Hall, DrPH, MPH; Aize Cao, PhD, Examining the Impact of Socioeconomic Factors on Women’s Access to Substance Use Treatment, Manuscript in Preparation, 2025.