Projects per year
Personal profile
Personal Statement
I am a Lecturer in the Department of Computer and Information Sciences, University of Strathclyde, 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, and UKRI Innovations Fellow in 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.
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.
My main research interests to date include:
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Hierarchical complexity of human brain structural and functional connectivity and its relevance in brain development and degeneration
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Machine learning of brain MRI data for Major Depressive Disorder
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Theory of biological networks
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Theory and applications of signal processing for neuroimaging
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Statistical complexity and generative models of networks
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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Collaborations and top research areas from the last five years
Projects
- 2 Finished
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Development of a visualisation platform for protein interaction networks for research and education
Smith, K., Kleppe, A. S. & De Quadra, A.
6/05/24 → 28/06/24
Project: Internally funded project
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Development of paper for FAST functional connectivity method
Smith, K. & Roy, O.
15/01/24 → 4/03/24
Project: Internally funded project
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FAST functional connectivity implicates P300 in working memory deficits in Alzheimer’s disease
Roy, O., Moshfeghi, Y., Ibanez, A., Lopera, F., Parra, M. A. & Smith, K., 13 Aug 2024, (E-pub ahead of print) In: Network Neuroscience . 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Statistical complexity of heterogeneous geometric networks
Smith, K. M., 26 Apr 2024.Research output: Contribution to conference › Presentation/Speech › peer-review
Activities
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Health and Care Futures: thematic areas workshop
Ruaridh Clark (Organiser), Roma Maguire (Organiser), Jens Sutter (Organiser), Natalie Mcfadyen Weir (Invited speaker), Lee Knifton (Invited speaker), Will Shu (Invited speaker), Neil Quinn (Invited speaker), Anja Maier (Participant), Asimina Kazakidi (Participant), Bernard Harris (Participant), Hilary Carswell (Participant), Craig Donnachie (Participant), Damion Corrigan (Participant), Emma Congreve (Participant), Harleen Rai (Participant), Itamar Megiddo (Participant), Keith Smith (Participant), Le Khanh Ngan Nguyen (Participant), Lisa McCann (Participant), Louise Gray (Participant), Lynn Dennany (Participant), Marco Fossati (Participant), Mario Parra Rodriguez (Participant), Matthew Smith (Participant), Morven Miller (Participant), Nicholas Rattray (Participant), Patricia Connolly (Participant), Paul Rodgers (Participant), Robert Atkinson (Participant), Robert van der Meer (Participant), Tanja Mueller (Participant), Tom Inns (Participant), Wendy Cohen (Participant), Xichun Luo (Participant) & Kieren Egan (Organiser)
30 May 2024Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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BrainNet+ 2024
Keith Smith (Participant)
13 May 2024 → 15 May 2024Activity: Participating in or organising an event types › Participation in workshop, seminar, course