Personal profile
Research interests
My research is in methods for data with spatial or longitudinal dependence. I am interested in applications in the health and social sciences, particularly the development of clinical decision support tools.
Education/Academic qualification
Statistics, Doctor of Philosophy, University of Washington
Award Date: 30 Jun 2014
External positions
Senior Research Associate, Lancaster University
Jun 2014 → Jun 2016
Keywords
- Statistics
- Biostatistics
- Spatial Epidemiology
- Bayesian Inference
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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Collaborations and top research areas from the last five years
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Total Burden of Long Term Psoriasis - TULiPS
McHugh, N. (PI), Smith, T. (CoI), Tillett, W. (CoI) & Ehrhardt, B. (Researcher)
National Institute for Health Research
1/05/24 → 30/09/26
Project: Central government, health and local authorities
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AI for Collective Intelligence (AI4CI) – A UKRI AI Research Hub for Real Data
Smith, L. G. E. (PI), Pryer, T. (CoI), Smith, T. (CoI) & Chen, C. (Researcher CoI)
Engineering and Physical Sciences Research Council
1/02/24 → 31/01/29
Project: Research council
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“Super Rehab”: Can we achieve coronary artery disease regression in metabolic patients? (a feasibility study)
Smith, T. (PI)
National Institute for Health Research
1/01/22 → 31/12/23
Project: Central government, health and local authorities
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Royal Society Short Industry Fellowship with Mayden- DYNAMIC PREDICTION OF COMPETING RISKS IN ELECTRONIC PATIENT RECORDS SYSTEMS
Smith, T. (PI)
1/10/21 → 31/07/22
Project: Research council
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(GCRF) Bringing statistical and data science capacity building to Mongolia
Faraway, J. (PI), Kyprianou, A. (CoI) & Smith, T. (CoI)
Engineering and Physical Sciences Research Council
12/07/21 → 31/03/22
Project: Research council
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A retrospective observational study of effectiveness of sequential biologic and targeted synthetic DMARDs in psoriatic arthritis in the UK
Gollins, C. E., Russell, A., Smith, T., Vivekanantham, A., Brooke, M., Coates, L. C., Gullick, N., Helliwell, P., McHugh, N., Fahy, C., Tillett, W. & Group, T. S. S., 28 Feb 2026, In: Rheumatology. 65, 2, 26 p., keaf570.Research output: Contribution to journal › Article › peer-review
Open Access -
The self-management support needs of people diagnosed with psoriatic arthritis: a realist review protocol
Fishpool, K., Silverthorne, C. A., Brooke, M., McHugh, N., Morris, L., Ovens, J., Smith, T., Tillett, W. & Dures, E., 2 Feb 2026, In: BMJ Open. 16, 2, e110531.Research output: Contribution to journal › Article › peer-review
Open Access -
An interpretable machine learning approach for detecting psoriatic arthritis in a UK primary care psoriasis cohort using electronic health records from the Clinical Practice Research Datalink
Rudge, A., McHugh, N., Tillett, W. & Smith, T., 30 Apr 2025, In: Annals of the Rheumatic Diseases. 84, 4, p. 575-583 9 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (SciVal) -
A randomised crossover trial of staff time with proned patients in the ICU using the 'BathMat'
Condry, J., Georgiou, A., Vangsgaard, A., Mills, H., Smith, T., Hunt, A. & Lunt, A. J. G., 13 Nov 2025, In: Trials. 26, 1, p. 503 503.Research output: Contribution to journal › Article › peer-review
Open Access -
Effectiveness of a novel intervention (Super Rehab) in overweight patients with atrial fibrillation (SuRe AF): protocol for a randomised controlled trial
Murphy, D., Graby, J., Smith, T., Peacock, O., Abramik, J., Antoniades, C., Rodrigues, J. C. L., Thompson, D. & Khavandi, A., 14 Sept 2025, In: BMJ Open. 15, 9, p. e103090Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Code and Dataset for Thesis "Bayesian Analysis of Spatial Log-Gaussian Cox Processes"
Khaleel, N. (Creator) & Smith, T. (Supervisor), University of Bath, 26 Sept 2022
DOI: 10.15125/BATH-01133
Dataset