Richard Gault

Phone+44 (0)28 9097 4959
EmailRichard.Gaultqub.acuk

Room 01.012 - Computer Science Building
United Kingdom

Accepting PhD Students

PhD projects

PhD enquiries are welcome regarding projects in the areas of: - Computer Vision and Medical Image Analysis. - Computational modeling of sensory systems. Projects in these areas require experience in one (or more) of the following areas: Computer Science, Mathematics, Electrical Engineering, Software Engineering.

Research activity per year

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7 Conference contribution
5 Article
3 Paper
2 Abstract
More
- 2 Poster
- 1 Other contribution

20 results

2023
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 Access
File
23 Downloads (Pure)
2022
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 - 4860
Research output: Contribution to journal › Article › peer-review

Open Access
File
1 Citation (Scopus)

234 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 Access
File
15 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. 161-164
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
31 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 Access
File
51 Downloads (Pure)
2021
A novel Data-driven fuzzy aggregation method for Takagi-Sugeno-Kang fuzzy Neural network system using ensemble learning
Wang, T., Gault, R. & Greer, D., 05 Aug 2021, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Proceedings. Institute of Electrical and Electronics Engineers Inc., (1558-4739).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
80 Downloads (Pure)
Automated Ki-67 proliferation scoring from histopathology images using Mobile and Cloud technology
McConnell, M., Gault, R., Craig, S., Cutting, D., Rainer, A. & James, J., 02 Sep 2021, Irish Machine Vision and Image Processing Conference 01/09/2021 → 03/09/2021. p. 33-40 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
68 Downloads (Pure)
Computational Approach to Identifying Contrast-Driven Retinal Ganglion Cells
Gault, R., Vance, P., McGinnity, T. M., Coleman, S. & Kerr, D., 13 Sep 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 635-646 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12893 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
8 Downloads (Pure)
HistoClean: Open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks
McCombe, K., Craig, S., Viratham Pulsawatdi, A., Quezada-Marín, J. I., Hagan, M., Rajendran, S., Humphries, M., Bingham, V., Salto-Tellez, M., Gault, R. & James, J., 2021, In: Computational and Structural Biotechnology Journal. 19, p. 4840-4853 14 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
108 Downloads (Pure)
HistoClean: Open-source Software for Histological Image Pre-processing and Augmentation to Improve Development of Robust Convolutional Neural Networks
McCombe, K., Craig, S. G., Viratham Pulsawatdi, A., Quezada-Marín, J. I., Hagan, M., Rajendran, S., Humphries, M., Bingham, V., Salto-Tellez, M., Gault, R. & James, J. A., 26 Aug 2021
Research output: Other contribution

Open Access
File

69 Downloads (Pure)
Identifying pathological facial weakness using fuzzy inference
Porter, V., Przewozniak, E., Gault, R., McDonald, M. & Uribe, O., 02 Sep 2021, Irish Machine Vision and Image Processing Conference 01/09/2021 → 03/09/2021. p. 41-48
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
28 Downloads (Pure)
2020
Perceptual Modeling of Tinnitus Pitch and Loudness
Gault, R., McGinnity, T. M. & Coleman, S., Jun 2020, In: IEEE Transactions on Cognitive and Developmental Systems . 12, 2, p. 332-343 12 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
1 Citation (Scopus)

96 Downloads (Pure)
2019

Digital Pathology and Artificial Intelligence Integration: Creating Images for Convolutional Neural Networks using the digital image analysis software QuPath.
James, J., McCombe, K., Craig, S., Rajendran, S., Quezada-Marin, J., Viratham Pulsawatdi, A., Humphries, M., Bingham, V., McQuaid, S., Salto-Tellez, M. & Gault, R., 2019.
Research output: Contribution to conference › Poster › peer-review
Enhancing research skills in undergraduate students through seminars
Gault, R. & Allen, A., 21 Nov 2019.
Research output: Contribution to conference › Paper › peer-review
2018
A Computational Model of Thalamocortical Dysrhythmia in People With Tinnitus
Gault, R., McGinnity, T. M. & Coleman, S., Sep 2018, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26, 9, p. 1845-1857 13 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
4 Citations (Scopus)

584 Downloads (Pure)
Computational intelligence approaches to retinal ganglion cell type modelling
Gault, R., McGinnity, T. M., Coleman, S. & Kerr, D., 27 Jan 2018.
Research output: Contribution to conference › Abstract › peer-review
2016
Modelling the Generation of Tinnitus in a Silent Environment.
Gault, R., McGinnity, T. M. & Coleman, S., 24 Jul 2016.
Research output: Contribution to conference › Paper › peer-review
Poster abstract: Computational model of tinnitus from the cochlea to the dorsal cochlea nucleus
Gault, R., McGinnity, T. M. & Coleman, S., 2016.
Research output: Contribution to conference › Abstract › peer-review
2015

Using phenomenological models of tinnitus to bridge the gaps within neural imaging data.
Gault, R., McGinnity, T. M. & Coleman, S., 26 Oct 2015.
Research output: Contribution to conference › Poster › peer-review
2014

Application of Similarity Measures to Magnetoencephalography Data
Gault, R., McGinnity, T. M. & Coleman, S., 27 Aug 2014, p. 181-186. 6 p.
Research output: Contribution to conference › Paper › peer-review

Richard Gault

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