Yiyang Liu,
Assistant Professor
On This Page
About Yiyang Liu
My research focuses on leveraging data science approaches to address the burden of HIV and substance use. I specialize in the use of real-world data, including electronic health records (EHRs) data, surveillance data, and administrative claims, to support HIV prevention and care efforts. Some of the outcomes of interest include new HIV diagnosis, care engagement, viral suppression, interaction with substance use and mental health, co-infection, and chronic comorbidities. My work integrates rigorous epidemiological study designs with advanced analytical methods, such as artificial intelligence (AI), machine learning predictive modeling, advanced statistical methods, and causal modeling. Additionally, I am also interested in exploring the roles of social and behavioral determinants of health (e.g., HIV stigma and exposome) in shaping health outcomes and informing interventions.
Teaching Profile
Courses Taught
-
PHC6941 – MPH Applied Practice Experience
College of Public Health and Health Professions
-
PHC7065 – Advanced Skills in Epidemiological Data Management
College of Public Health and Health Professions
-
PHC6971 – Research for Master’s Thesis
College of Public Health and Health Professions
-
PHC6945 – Public Health Practicum
College of Public Health and Health Professions
-
PHC6940 – Master of Public Health Capstone
College of Public Health and Health Professions
-
PHC7918 – Epidemiology Independent Study
College of Public Health and Health Professions
Board Certifications
-
Great Teaching for New Faculty CertificateUF Center for Teaching Excellence
Research Profile
Areas of Interest
- Alcohol and substance use
- HIV
- HIV Prevention
- Mental Health
- data science
- electronic health records
Publications
Academic Articles
Presentations
-
Identification of HIV PrEP users in Florida using an electronic health records-/claim- based computable phenotype
International / Refereed. [Poster]. AMIA 2023 Clinical Informatics Conference, Chicago
-
Behavioral and demographic profiles of HIV contact networks in Florida
International / Refereed. [Speech]. International Conference on Intelligent Biology and Medicine (ICIBM 2023), Tampa, Florida
-
Examine uptake of long-acting injectable antiretroviral therapy from EHR data
International / Other. [Poster]. Conference on Retroviruses and Opportunistic Infections, Denver
-
The Development of an Electronic Health Records-based HIV Risk Prediction Model, a work in progress
National / Other. [Poster]. Florida HIV CPR conference, Tampa, Florida
-
Development of an Electronic Health Record-Based HIV Risk Prediction Model for Women, Incorporating Social Determinants of Health. Session Theme: Harnessing Data Science for Personalized & Predictive Care Across Diverse Populations
National / Invited. [Speech]. Rita Kobb Nursing & Health Informatics Symposium ,
-
Prevention and Care: Bridging Data Science and Implementation Science
State / Invited. [Speech]. HIV Implementation Science Symposium,
-
HIV Risk Modeling Scoping Review and Risk Score Development
National / Other. [Poster]. 2025 HIV CPR conference, Orlando
-
Leveraging Data Science, AI and Big Data for HIV Prevention and Care
State / Invited. [Seminar]. Southern HIV and Alcohol Research Consortium (SHARC) , Gainesville
Grants
-
Precision HIV Prevention: Piloting a youth learning health community
Active
- Role:
- Principal Investigator
- Funding:
- FL STATE UNIV via NATL INST OF HLTH NIMH
-
AI-based Clinical decision support to idenTify wOmeN for HIV testing and PrEP in Florida (ACTION-HIV)
Active
- Role:
- Principal Investigator
- Funding:
- NATL INST OF HLTH NIMH
-
Artificial Intelligence and Counterfactually Actionable Responses to End HIV (AICARE-HIV)
Active
- Role:
- Co-Investigator
- Funding:
- NATL INST OF HLTH NIAID
-
Interest and uptake of long-acting antiretroviral therapy (ART) among people with HIV in Florida
- Role:
- Co-Project Director/Principal Investigator
- Funding:
- MERCK AND COMPANY INC RES LAB
-
CODUS – HIV outcome quality measure evaluation and stigma
- Role:
- Co-Investigator
- Funding:
- FL DEPT OF HLTH via US HLTH RESOURCES AND SERV ADMN HIV/AIDS
Education
-
PhD in Epidemiology
University of Florida
-
Master of Public Health
Tulane University
-
Bachelor of Business Administration
Beijing University of Chinese Medicine
Contact Details
- Business:
- (352) 294-5672
- Business:
- yliu26@ufl.edu
- Business Mailing:
-
PO Box 100231
GAINESVILLE FL 32610 - Business Street:
-
2004 MOWRY RD
GAINESVILLE FL 32610