Research output per year
Research output per year
Personal profile
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):
Education/Academic qualification
Applied Statistics, Doctor of Philosophy, Sequences of Factorial Designs for Industrial Experimentation, University of Reading
1 Oct 1987 → 30 Sept 1991
Award Date: 30 Sept 1991
External positions
Professor of Statistics, University of Southampton
28 Dec 2010 → 31 Jan 2016
Professor of Statistics, Queen Mary University of London
1 Sept 2004 → 27 Dec 2010
Reader in Statistics, Queen Mary University of London
1 Jan 2000 → 31 Aug 2004
Lecturer in Applied Statistics, University of Reading
1 Sept 1990 → 31 Dec 1999
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Optimal response surface designs for detection and minimization of model contamination
Egorova, O. & Gilmour, S. G., 14 Apr 2025, (Accepted/In press) In: TECHNOMETRICS. 29 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile32 Downloads (Pure) -
A large-scale and PCR-referenced vocal audio dataset for COVID-19
Budd, J., Baker, K., Karoune, E., Coppock, H., Patel, S., Payne, R., Tendero Cañadas, A., Titcomb, A., Hurley, D., Egglestone, S., Butler, L., Mellor, J., Nicholson, G., Kiskin, I., Koutra, V., Jersakova, R., McKendry, R. A., Diggle, P., Richardson, S. & Schuller, B. W. & 6 others, , 27 Jun 2024, In: Scientific Data. 11, 1, p. 700 1 p., 700.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Assessing the Performance of Machine Learning Methods Trained on Public Health Observational Data: A Case Study From COVID-19
Pigoli, D., Baker, K., Budd, J., Butler, L., Coppock, H., Egglestone, S., Gilmour, S. G., Holmes, C., Hurley, D., Jersakova, R., Kiskin, I., Koutra, V., Mellor, J., Nicholson, G., Packham, J., Patel, S., Payne, R., Roberts, S. J., Schuller, B. W. & Tendero-Cañadas, A. & 2 others, , 10 Nov 2024, In: Statistics in Medicine. 43, 25, p. 4861-4871 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessing the performance of machine learning methods trained on public health observational data: a case study from COVID-19
Pigoli, D., Baker, K., Budd, J., Butler, L., Coppock, H., Egglestone, S., Gilmour, S. G., Holmes, C., Hurley, D., Jersakova, R., Kiskin, I., Koutra, V., Mellor, J., Nicholson, G., Packham, J., Patel, S., Payne, R., Roberts, S., Schuller, B. & Tendero Canadas, A. & 2 others, , 15 Aug 2024, (Accepted/In press) In: Statistics in Medicine.Research output: Contribution to journal › Article › peer-review
Open AccessFile134 Downloads (Pure) -
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
Coppock, H., Nicholson, G., Kiskin, I., Koutra, V., Baker, K., Budd, J., Payne, R., Karoune, E., Hurley, D., Titcomb, A., Egglestone, S., Tendero Cañadas, A., Butler, L., Jersakova, R., Mellor, J., Patel, S., Thornley, T., Diggle, P., Richardson, S. & Packham, J. & 5 others, , Feb 2024, In: Nature Machine Intelligence. 6, 2, p. 229-242 14 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Citations (Scopus)
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Accelerating the use of Q_B-optimal designs in industry
Gilmour, S. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
31/03/2024 → 30/11/2025
Project: Research
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CHIn: Feasibility Study: A Mathematical Language for Complex Healthcare Interventions
Gilmour, S. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/03/2022 → 28/02/2023
Project: Research
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Maths Research Associates 2021
Gilmour, S. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
16/08/2021 → 30/09/2024
Project: Research
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Multi-objective optimal design of experiments
Gilmour, S. (Primary Investigator), Koutra, V. (Co-Investigator), Mylona, K. (Co-Investigator) & Pigoli, D. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
14/12/2020 → 13/03/2025
Project: Research
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Implementing multi-objective optimal design of experiments
Gilmour, S. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
15/03/2018 → 14/03/2019
Project: Research