Projects per year
Personal profile
Research Interests
- Computer Vision
- Medical Image Analysis
- Computational Neuroscience
- Fuzzy Neural Networks
- Machine learning/Deep learning
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
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Projects
- 1 Active
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R5131ECI: Approximation of 3D quantifiers by analysing 2D video
Gault, R. & Shen, J.
28/11/2019 → 30/09/2025
Project: Research
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Multi-channel auto-encoders for learning domain invariant representations enabling superior classification of histopathology images
Moyes, A., Gault, R., Zhang, K., Ming, J., Crookes, D. & Wang, J., Jan 2023, In: Medical Image Analysis. 83, 10 p., 102640.Research output: Contribution to journal › Article › peer-review
Open AccessFile39 Downloads (Pure) -
A probabilistic, recurrent, fuzzy neural network for processing noisy time-series data
Li, Y., Gault, R. & McGinnity, T. M., 02 Sep 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 9, p. 4851 - 4860Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)248 Downloads (Pure) -
Cutting down high dimensional data with Fuzzy weighted forests (FWF)
Wang, T., Gault, R. & Greer, D., 14 Sep 2022, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. ( IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile19 Downloads (Pure) -
Influence of magnification in deep learning aided image segmentation in histological digital image analysis
McCombe, K. D., Craig, S. G., James, J. A. & Gault, R., 31 Aug 2022, Proceedings of the 24th Irish Machine Vision and Image Processing Conference. Irish Pattern Recognition and Classification Society, p. 161-164Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile39 Downloads (Pure) -
Optimised EMG pipeline for gesture classification
Warner, J., Gault, R. & McAllister, J., 08 Sep 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2022: Proceedings. p. 3628-3631 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile59 Downloads (Pure)
Prizes
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Action on Hearing Loss Travel Scholarship
Gault, Richard (Recipient), 16 Mar 2016
Prize: Fellowship awarded competitively
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Best Oral Presentation at Annual Translational Medicine (TMED7) Conference
Gault, Richard (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, Richard (Recipient), 27 Aug 2014
Prize: Prize (including medals and awards)
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Department of Education and Learning (DEL) NI PhD Studentship
Gault, Richard (Recipient), 01 Oct 2013
Prize: Fellowship awarded competitively
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Activities
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The role of Computational modelling in a multidisciplinary area: Lessons from modelling Tinnitus
Richard Gault (Invited speaker)
21 Mar 2023Activity: Talk or presentation types › Invited talk
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IEEE Standards Association (External organisation)
Richard Gault (Participant)
07 Feb 2023Activity: Membership types › Membership of national or international committees and working groups
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IEEE Engineering in Medicine and Biology Society (EMBS) UK and Ireland Chapter (External organisation)
Richard Gault (Chair)
10 Jan 2023 → …Activity: Membership types › Membership of national or international committees and working groups
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EPSRC Peer Review College (External organisation)
Richard Gault (Reviewer)
08 Nov 2022 → …Activity: Membership types › Membership of peer review panel or committee
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Irish Pattern Recognition and Classification Society (External organisation)
Richard Gault (Advisor)
02 Sep 2022 → 2025Activity: Membership types › Membership of national or international committees and working groups