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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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
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 AccessFile62 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)279 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 AccessFile31 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 AccessFile59 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 AccessFile73 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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Queen's University Belfast: EEECS Impact Award 2023
Jinting Pan (Recipient), Stephen Routley (Recipient), James Morgan (Recipient), Zhenghao Chang (Recipient), Stephanie Craig (Supervisor), Jacqueline James (Supervisor), Claire Lewis (Supervisor), Richard Gault (Supervisor) & Matthew Collins (Supervisor)
03 Jul 2023Activity: Other activity types › Other
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Workshop on Discovery AI for Health: Accelerating Health Research and Innovation
Hui Wang (Organiser), Iain Styles (Speaker), Jose Bengoechea (Speaker), Helene McNulty (Speaker), Catherine Hughes (Speaker), Guang Yang (Speaker), Reyer Zwiggelaar (Speaker), Karla Diaz-Ordaz (Speaker), Timothy Hospedales (Speaker), Xinjin Liang (Organiser), Thai Son Mai (Participant), Richard Gault (Participant) & Catherine Hughes (Participant)
23 Jun 2023Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Digital Dementia Hub - designing impact driven research around the end-user
Richard Gault (Invited speaker)
14 Jun 2023Activity: Talk or presentation types › Invited talk
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Image In NI
Richard Gault (Organiser), Chantelle Niblock (Invited speaker), Jesus Martinez-del-Rincon (Invited speaker), Paul Miller (Invited speaker), Jia-Rey Chang (Invited speaker), Mauro Paternostro (Invited speaker), Yasmine Makhlouf (Invited speaker), Faris Elghaish (Invited speaker), Anna Scaife (Keynote/plenary speaker), Yang Gao (Invited speaker), Zhenhua Feng (Invited speaker), Mark Lennox (Invited speaker), Oscar Mendez-Maldonado (Invited speaker), Timilehin Aderinola (Invited speaker), Shaojun Bian (Invited speaker) & Hui Wang (Contributor)
13 Jun 2023Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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How can computational models explore the underlying mechanisms behind the experimental data?
Richard Gault (Invited speaker)
07 Jun 2023Activity: Talk or presentation types › Invited talk