Personal profile
Research expertise keywords
- Adaptive systems
- Artificial intelligence
- Artificial neural networks
- Bioinformatics
- Cognitive science
- Evolutionary algorithms
- Machine learning
- Optimisation
- Robotics
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Collaborations and top research areas from the last five years
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Employing texture loss to denoise OCT images using generative adversarial networks
Mehdizadeh, M., Saha, S., Alonso-Caneiro, D., Kugelman, J., Macnish, C. & Chen, F., 1 Apr 2024, In: Biomedical Optics Express. 15, 4, p. 2262-2280 19 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Citations (Scopus) -
Improving OCT Image Reconstruction Through Multi-Input GANs with Gated Attention
Mehdizadeh, M., MacNish, C., Alonso-Caneiro, D., Gillman, A., Saha, S. & Chen, F., 2024, 2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA): 27-29 November 2024. Perth, WA: IEEEE, p. 229-237 9 p. (Proceedings - 2024 25th International Conference on Digital Image Computing: Techniques and Applications, DICTA 2024).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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Deep feature loss to denoise OCT images using deep neural networks
Mehdizadeh, M., Macnish, C., Xiao, D., Alonso-Caneiro, D., Kugelman, J. & Bennamoun, M., 1 Apr 2021, In: Journal of Biomedical Optics. 26, 4, 046003.Research output: Contribution to journal › Article › peer-review
Open Access40 Link opens in a new tab Citations (Scopus) -
Digital image correlation to analyze nonlinear elastic behavior of materials
Phillips, N., Hassan, G. M., Dyskin, A., Macnish, C. & Pasternak, E., 20 Feb 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-September. p. 4367-4371 5 p.Research output: Chapter in Book/Conference paper › Conference paper › peer-review
4 Link opens in a new tab Citations (Scopus) -
Discontinuous Digital Image Correlation to reconstruct displacement and strain fields with discontinuities: Dislocation approach
Hassan, G. M., Dyskin, A. V., MacNish, C. K., Pasternak, E. & Shufrin, I., 15 Feb 2018, In: Engineering Fracture Mechanics. 189, p. 273-292 20 p.Research output: Contribution to journal › Article › peer-review
33 Link opens in a new tab Citations (Scopus)
Projects
- 4 Finished
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Student Experiences of Threshold Capability Development with Intensive Mode Teaching
Male, S. (Investigator 01), Hancock, P. (Investigator 02), Baillie, C. (Investigator 03), Leggoe, J. (Investigator 04), MacNish, C. (Investigator 05), Crispin, S. (Investigator 06), Ranmuthugala, D. (Investigator 07), Harte, D. (Investigator 08) & Alam, F. (Investigator 09)
Office for Learning & Teaching
1/11/14 → 30/06/16
Project: Research
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Gender Inclusivity of Engineering Students' Experiences of Workplace Learning
Male, S. (Investigator 01), MacNish, C. (Investigator 02), Bennett, D. (Investigator 03), Maynard, N. (Investigator 04), Willey, K. (Investigator 05), Gardner, A. (Investigator 06) & Figueroa, E. (Investigator 07)
Office for Learning & Teaching
1/01/14 → 31/12/14
Project: Research
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Literature & Computational Tool Review for Red Teaming
MacNish, C. (Investigator 01)
Defence Science and Technology Group
1/01/10 → 31/12/10
Project: Research
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Evolutionary programming techniques for analysing student code
MacNish, C. (Chief Investigator)
The University of Western Australia
1/01/01 → 31/12/01
Project: Research