Personal profile
Personal profile
I received my PhD in Computer Science and Informatics from Cardiff University, and afterwards completed two postdoc positions at the University of Leicester and the University of Oxford respectively under the supervision of Prof. Chris Brightling and Prof. Melinda Mills.
At Leicester, I worked on multiple regional and national level clinical trials supporting or leading informatics efforts, epecially during the COVID period. At Oxford, I led the informatics aspect in the ERC funded CHRONO project and also contributed my natural language process knowledge to several other European and UK funded research projects.
Research interests
Teaching
Related documents
Research areas
- Informatics
- Multimodal Harmonisation
- Natural Language Processing (NLP)
- Data Mining
- Semantic Analysis
- Visualization
- Computer Vision
- Health Informatics
- Digital Health
- Wearable
- Computational Social Science
Person Types
- Staff
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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Collaborations and top research areas from the last five years
Projects
- 2 Active
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Personalised Preventive Healthcare Platform for Inflammatory Bowel Disease: A Multimodal Federated Learning Approach
Zhao, B. (PI), Tang, J. (Team member), Ding, X. (Team member) & Yuan, Z. (Team member)
1/01/26 → 31/12/28
Project: Internal Research Project
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Personalised Preventive Healthcare Platform for Inflammatory Bowel Disease: A Multimodal Federated Learning Approach
Zhao, B. (PI)
1/01/26 → 31/12/28
Project: Internal Research Project
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Night shift work and sleep duration among middle and older age adults: The role of individual, social, and environmental moderators
Ding, X., Akimova, E. T., Zhao, B. & Mills, M. C., Nov 2025, In: Social Science and Medicine. 384, 118443.Research output: Contribution to journal › Article › peer-review
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The Shape of Research Impact
Wagner, S., Rahal, C., Spiers, A., Leasure, D. R., Verhagen, M., Zhao, B., Li, L., Lu, Y., Cooper, S., Degtiareva, E., Epifani, G., McCollum, B., Wyss, R. & Mills, M. C., Jan 2024, The British Academy. 100 p.Research output: Book/Report/Edited volume › Book
Open Access -
Prepayment meters strongly associated with multiple types of deprivation and emergency respiratory hospital admissions: an observational, cross-sectional study
Ding, X., Akimova, E. T., Zhao, B., Dederichs, K. & Mills, M. C., 19 Oct 2023, In: Journal of Epidemiology & Community Health.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
The utility of a standardised breath sampler in school age children within a real-world prospective study
Bhavra, K. K., Wilde, M., Richardson, M., Cordell, R., Thomas, P., Zhao, B., Bryant, L., Brightling, C. E., Ibrahim, W., Salman, D., Siddiqui, S., Monks, P. & Gaillard, E. A., Apr 2022, In: Journal of Breath Research. 16, 2, 027104.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
The variability of volatile organic compounds in the indoor air of clinical environments
Behalf Of The Ember Consortium, O., Salman, D., Ibrahim, W., Kanabar, A., Joyce, A., Zhao, B., Singapuri, A., Wilde, M., Cordell, R. L., Mcnally, T., Ruszkiewicz, D., Hadjithekli, A., Free, R., Greening, N., Gaillard, E. A., Beardsmore, C., Monks, P., Brightling, C., Siddiqui, S. & Thomas, C. L. P., Jan 2022, In: Journal of Breath Research. 16, 1, 016005.Research output: Contribution to journal › Article › peer-review
Open Access21 Citations (Scopus)
Activities
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7th International Conference on Social Computing
Zhao, B. (Organiser)
11 Feb 2026 → …Activity: Participating in or organising an event › Organising an event e.g. a conference, workshop, …
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International Conference on Social Computing 2025 (Event)
Zhao, B. (Programme Committee Member)
31 Oct 2025 → 13 Dec 2025Activity: Peer-review and editorial work of publications › Publication Peer-review
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Federated Learning on the Edge: Towards Privacy-Preserving Digital Twins for Chronic Disease Management
Zhao, B. (Speaker)
10 Oct 2025Activity: Talk or presentation › Invited talk
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Journal of Social Computing (Journal)
Zhao, B. (Associate Editor)
2025 → …Activity: Peer-review and editorial work of publications › Editorial work
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How can text help? A brief walkthrough of techniques with use cases on clinical, social media and literature texts
Zhao, B. (Speaker)
8 Jul 2022Activity: Talk or presentation › Invited talk