Personal profile
Biography
Dr. Vivian Hui is currently an assistant professor at the School of Nursing, the Hong Kong Polytechnic University, and an adjunct faculty at the School of Nursing, University of Pittsburgh, USA. Her research interests intersect health technology innovation, domestic violence, cancer survivorship, and nursing informatics. Dr. Hui mainly focuses on survivorship research by computational/ informatics techniques on digital text-based data. She leveraged natural language processing (NLP) techniques such as Latent Dirichlet Allocation (LDA) topic modeling, sentiment analysis, network analysis, and linguistic inquiry word count (LIWC), and large language models (LLMs) to explore the information, emotional needs, and help-seeking behaviors among women with DV experiences from online health communities. In addition, she has also been collaborating in multiple machine learning projects to build healthcare recommender systems, persona structure, and LLM-driven chatbots by offering clinical and informatics insight to adapt to a wide spectrum of needs among patients. She also evaluated technology adoption and explored how health technology has improved the Person Engagement Index (PEI) in clinical settings.
Dr. Hui was awarded a fellowship in the GetWellNetwork (i.e., a health technology company based in Washington DC, USA) in 2019, received a scholar award from the Academy of Violence and Abuse (AVA) in 2021, and was recently awarded the LEAD Early Career Award at the American Medical Informatics Association (AMIA) Informatics Summit 2023 in Seattle, United States. She is the editor for Artificial Intelligence in Medicine, guest editor in Nursing Education in Practice, and Discover Public Health in the healthcare artificial intelligence field. Dr. Hui is appointed as the Nursing Informatics Education Advisory Panel at the International Medical Informatics Association (IMIA). At the policy advocacy level, She has been appointed as a committee member to oversee non-communicable disease prevention in the Health Bureau and advise technology applications in the Environmental and Ecology Bureau in HKSAR from 2018 to 2026.
In terms of teaching, Dr. Hui teaches the undergraduate course SN 2331, Information, Communications, and Technology in Nursing, and the postgraduate course SN 5106 East Meets West: Nutritional Approach, and she developed several new courses, including Artificial Intelligence and Data Analytics in Nursing, and AI in Healthcare: applications and innovation in both undergraduate and postgraduate level.
Dr. Hui is currently accepting Ph.D. students to mentor. If interested, please kindly send your CV through email and indicate your research interest.
Education/Academic qualification
Bachelor of Nursing, The University of Hong Kong
Doctor of Philosophy, The University of Pittsburgh
External positions
Adjunct Faculty, University of Pittsburgh
1 Apr 2023 → 30 Jun 2026
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Collaborations and top research areas from the last five years
Research output
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Development and quasi-experimental evaluation of a large language model-based automated feedback system for nursing innovation pitches
Hui, V., Guan, S. & Feng, X., Jan 2026, In: Nurse Education in Practice. 90, 104672.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Effectiveness of a Telecare-Based Intervention Program in Supporting Informal Caregivers of Community-Dwelling Older Adults in Reducing Stress Levels: Randomized Controlled Trial
Wong, A. K. C., Bayuo, J., Ng, N. P., Yau, M., Yu, K. K. S., Lin, R. S. Y., Su, J. J., Hui, V. & Montayre, J., 7 Apr 2026, In: JMIR mHealth and uHealth. 14, p. e70791 e70791.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Perspectives and preferences of domestic violence survivors regarding digital platform and AI chatbot for help-seeking: A qualitative study
Hui, V., Tian, L., Feng, X., Chen, Q., Wong, A. K. C. & Bloom, T. L., Feb 2026, In: PLoS ONE. 21, 2 February, e0342453.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Addendum: Examining the Supports and Advice That Women With Intimate Partner Violence Experience Received in Online Health Communities: Text Mining Approach
Hui, V., Eby, M., Constantino, R. E., Lee, H., Zelazny, J., Chang, J. C., He, D. & Lee, Y. J., 2 Dec 2025, In: Journal of Medical Internet Research. 27, p. e85800Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Classifying the Information Needs of Survivors of Domestic Violence in Online Health Communities Using Large Language Models: Prediction Model Development and Evaluation Study
Guan, S., Hui, C. C. V., Stiglic, G., Constantino, R. E., Lee, Y. J. & Wong, K. C., 11 Apr 2025, In: Journal of Medical Internet Research. 27, 1, e65397.Research output: Journal article publication › Journal article › Academic research
Open Access7 Link opens in a new tab Citations (Scopus)