Contact information
Research groups
Opportunities
DPhil/PhD theme in Healthcare data science
Please refer to the University webpages for how to apply and graduate admissions information.
Tingyan (Tina) Wang
Ph.D.
- NIHR Advanced Fellow
- Senior Data Scientist
Brief Biography:
Dr Wang started doing postdoctoral research in the Barnes group in October 2018 after getting her Ph.D. degree at Tsinghua University. She recently became a Principal Investigator (PI), establishing her own group in Healthcare Data Science and Intelligence. She is currently supervising both DPhil and predoctoral students. Most of her work has been focused on patients’ electronic health records analysis and predictive modeling by leveraging machine learning, deep learning, and statistics techniques.
Research interests:
Healthcare data science, medical informatics, disease risk prediction, longitudinal electronic health records analysis.
The current research in my group focuses on Hepatitis B and Liver Cancer. We apply advanced data analytics such as machine learning, deep learning, natural language processing (including large language models), and statistical techniques to large-scale real-world clinical data (both structured and unstructured). Our goal is to generate insights into disease trajectories, predict clinical outcomes, and support data-driven improvements in patient care.
Current projectS:
NIHR Advanced Fellowship Project - Chronic Hepatitis B.
NIHR Health Informatics Collaborative (HIC) Programme - Viral Hepatitis and Liver Disease Theme.
NHS Thames Valley and Surrey Secure Data Environment (TVS SDE) Programme.
Recent publications
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Liver, cardiovascular and metabolic factors as predictors of all-cause mortality in a rural Ugandan Cohort
Preprint
Campbell C. et al, (2025)
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Can large language models replace standardised patients?
Journal article
Han W. et al, (2025), Med Educ
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Reply to: “Understanding virologic heterogeneity in chronic hepatitis B treatment”
Journal article
Matthews PC. et al, (2025), JHEP Reports, 7, 101280 - 101280
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Hepatitis B Virus (HBV) treatment eligibility in the UK: retrospective longitudinal cohort data to explore the impact of changes in clinical guidelines
Preprint
Campbell C. et al, (2024)
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Distinct virologic trajectories in chronic hepatitis B identify heterogeneity in response to nucleos/tide analogue therapy
Journal article
Wang T. et al, (2024), JHEP Reports, 101229 - 101229