Projects per year
Personal profile
Research Interests
My primary research interests are related to the development of novel computer vision methods for microscopy with applications in medicine, digital pathology, biological sciences, and environmental sciences.
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):
Keywords
- QA75 Electronic computers. Computer science
- QA76 Computer software
- Artificial Intelligence
- computer vision
- Computer Vision
- AI
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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R5131ECI: Approximation of 3D quantifiers by analysing 2D video
Gault, R. (PI) & Shen, J. (CoI)
28/11/2019 → 30/09/2025
Project: Research
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Data informed initialization of fuzzy membership functions
Wang, T., Gault, R. & Greer, D., 18 Feb 2025, (Early online date) In: International Journal of Fuzzy Systems. 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Optimising diffusion models for histopathology image synthesis
Porter, V., Gault, R., Craig, S. & James, J., 01 Jan 2025, Proceedings of the 35th British Machine Vision Conference (BMVC 2024). British Machine Vision AssociationResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile11 Downloads (Pure) -
Train for stain: adapting for diverse H&E staining profiles across centers in classification of mitotic figures (GLIOMA-MDC 2025)
Brown, A., Porter, V., Baine, A. & Gault, R., 12 Mar 2025, (Accepted) 2025 IEEE International Symposium on Biomedical Imaging (ISBI): Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Symposium on Biomedical Imaging (ISBI): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A multimodal approach for quantifying walking pace using chest-worn wearable sensors
Fahim, M., Gault, R., Ahmaderaghi, B., Bai, L. & Jurek-Loughrey, A., 06 Nov 2024, 18th International Symposium on Medical Information and Communication Technology (ISMICT 2024): proceedings. Institute of Electrical and Electronics Engineers Inc., p. 53-57 5 p. (ISMICT Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile5 Downloads (Pure) -
Contextual evaluation of segmentation models using spatial reasoning
Porter, V., Styles, I., Curtis, T. M., Taggart, M. J., Albargothy, M. J. & Gault, R., 25 Sept 2024, Proceedings of the 26th Irish Machine Vision and Image Processing Conference 2024. 10 ed. IET Conference Proceedings: Irish Pattern Recognition & Classification Society, Vol. 2024. p. 266-274 (IET Conference Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile26 Downloads (Pure)
Prizes
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2nd Place Glioma-MDC 2025 (One-shot testing) Competition
Brown, A. (Recipient), Porter, V. (Recipient), Baine, A. (Recipient) & Gault, R. (Recipient), 16 Apr 2025
Prize: Prize (including medals and awards)
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Action on Hearing Loss Travel Scholarship
Gault, R. (Recipient), 16 Mar 2016
Prize: Fellowship awarded competitively
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Best Oral Presentation at Annual Translational Medicine (TMED7) Conference
Gault, R. (Recipient), 27 Oct 2015
Prize: Prize (including medals and awards)
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Best Poster Presentation: Irish Machine Vision and Image Processing Conference
Gault, R. (Recipient), 27 Aug 2014
Prize: Prize (including medals and awards)
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Department of Education and Learning (DEL) NI PhD Studentship
Gault, R. (Recipient), 01 Oct 2013
Prize: Fellowship awarded competitively
Activities
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RAS 2025 | 8th Annual IEEE UK and Ireland Robotics and Automation Society Chapter Conference
Athanasopoulos, N. (Chair), Gault, R. (Chair), McLoone, S. (Member of the organising committee), Schofield, A. (Session chair), Mullins, D. (Session chair), Naeem, W. (Session chair), Sopasakis, P. (Session chair), Van, M. (Session chair) & Edmondson, C. (Session chair)
20 Feb 2025 → 21 Feb 2025Activity: Participating in or organising an event types › Participation in conference
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An AI-Based Machine Vision Model for the Diagnosis of Neglected Tropical Diseases
Gault, R. (Examiner)
13 Sept 2024Activity: Examination types › PhD external examination
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Sensors and methodologies design for image processing in precision agriculture: crop water status and fruit ripening monitoring
Gault, R. (Examiner)
03 Sept 2024Activity: Examination types › PhD external examination
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Going fully digital in a data-driven world: Lessons from Digital Pathology
Gault, R. (Keynote speaker)
16 May 2024Activity: Talk or presentation types › Invited or keynote talk at national or international conference
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American Tinnitus Association (External organisation)
Gault, R. (Member)
17 Apr 2024 → …Activity: Membership types › Membership of peer review panel or committee