吃瓜tv

Dr Keith Smith

Lecturer

Computer and Information Sciences

Contact

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Personal statement

I am a Lecturer in the Department of Computer and Information Sciences, 吃瓜tv, where I am part of the Digital Health and Wellness Group. Previously I was lecturer for a couple of years at the Department of Physics and Mathematics, Nottingham Trent University,听and UKRI Innovations Fellow in听Medical Informatics at the Usher Institute, University of Edinburgh & Health Data Research UK. My PhD was in biomedical signal processing at IDCOM, University of Edinburgh.

My work focuses on the development and application of computational tools for the analysis of biomedical networks, particularly for neuroimaging data of human brain structure and function, but also for other biological networks, like protein interaction networks and metabolic networks.

I also study the theoretical foundations of networks, including network geometry, hierarchy and complexity and studying different measures of variance within networks.鈥�

I work on interdisciplinary problems with a wide range of experts, exploring creative ways for analysing data, and coming up with experiments to provide novel insights into problems.

鈥�My main research interests to date include:

  • Hierarchical complexity of human brain structural and functional connectivity and its relevance in brain development鈥� and degeneration

  • Machine learning of brain MRI data for Major Depressive Disorder

  • Theory of biological networks

  • Theory and applications of signal processing for neuroimaging

  • Statistical complexity and generative models of networks

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Publications

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Transactions on Machine Learning Research Vol 2026-March, pp. 1-46 (2026)
, ,
Transactions on Machine Learning Research Vol 2026-March (2026)
, , Smith Jason, Ibanez Agustin, ,
2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (2025)
Yeung Hon Wah, Buchanan Colin R, Moodie Joanna, Deary Ian J, Tucker-Drob Elliot M, Bastin Mark E, Whalley Heather C, , Cox Simon R
Human Brain Mapping Vol 46 (2025)
Yeung Hon Wah, Buchanan Colin R, Moodie Joanna, Deary Ian J, Tucker鈥怐rob Elliot M, Bastin Mark E, Whalley Heather C, , Cox Simon R
Human Brain Mapping Vol 46 (2025)
Grimes Poppy, Murray Aja, , Allegrini Andrea, Piazza Giulia, Larsson Henrik, Epskamp Sacha, Whalley Heather C, Kwong Alex
Nature Mental Health Vol 3, pp. 548-557 (2025)

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Professional Activities

Participant
26/2/2026
Speaker
6/5/2025
Speaker
12/3/2025
Peer reviewer
11/2/2025
Advisor
14/11/2024
Advisor
1/9/2024

Projects

Smith, Keith (Principal Investigator)
23-Jan-2026 - 22-Jan-2027
Smith, Keith (Principal Investigator) Atkey, Bob (Co-investigator) Roy, Om (Research Co-investigator)
01-Jan-2024 - 01-Jan-2028
Smith, Keith (Co-investigator) Whalley, Heather C. (Principal Investigator)
01-Jan-2024 - 01-Jan-2028
Smith, Keith (Principal Investigator) Kleppe, April Sn酶frid (Co-investigator) De Quadra, Ander (Researcher)
Development of a web app to drive innovation and efficiency in protein-protein interaction research. Pursuing stage-gated process with Commercialisation and IP team. Passed Gate 2. Funding to date: 拢14,752.
06-Jan-2024
Smith, Keith (Principal Investigator) Roy, Om (Researcher)
MSc project student funded for writing up manuscript based off of work done for research project.
15-Jan-2024 - 04-Jan-2024
Smith, Keith (Co-investigator)
01-Jan-2022 - 31-Jan-2027

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Contact

Dr Keith Smith
Lecturer
Computer and Information Sciences

Email: keith.m.smith@strath.ac.uk
Tel: Unlisted