Publications | The School of Natural and Computing Sciences

Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI

2025 - Accepted/In press

Allan, K., Azcona, J., Sripada, S., Leontidis, G., Sutherland, C., Phillips, L., Martin, D.

Royal Society Open Science

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1098/rsos.241472

Managing class imbalance in the training of a large language model to predict patient selection for total knee arthroplasty: Results from the Artificial intelligence to Revolutionise the patient Care pathway in Hip and knEe aRthroplastY (ARCHERY) project

2025

Farrow, L., Anderson, L., Zhong, M.

Knee, vol. 54, pp. 1-8

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S0968016025000213
Digital Object Identifier: https://doi.org/10.1016/j.knee.2025.02.007
Open Access: http://aura.abdn.ac.uk/bitstream/2164/25109/1/Farrow_TK_Managing_class_imbalance_VOR.pdf

Masked Capsule Autoencoders

2025

Everett, M., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, pp. 1-15

Contributions to Journals: Articles

Online: https://openreview.net/pdf?id=JHxrh00W1j
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24826/1/2951_Masked_Capsule_Autoencode.pdf
Additional Links: https://openreview.net/forum?id=JHxrh00W1j

Exploring the use of biphasic quantitative thoracic computed tomography to evaluate halo-pelvic traction in managing severe adolescent idiopathic scoliosis

2024

Zhou, J., Zhao, Z., Cai, Q., Zhong, M.

Quantitative Imaging in Medicine and Surgery, vol. 14, no. 12, pp. 8429-8442

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.21037/qims-24-568
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24873/1/Zhou_etal_QIMS_Exploring_The_Use_VoR.pdf
Additional Links: View publication in Scopus

Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification

2024 - Accepted/In press

Li, Y., Sharma, P., Leontidis, G., Yi, D.

Contributions to Journals: Conference Articles

Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives

2024

Markovic, M., Li, A. H., Ayall, T. A., Watson, N. J., Bowler, A. L., Woods, M., Edwards, P., Ramsey, R., Beddows, M. A., Kuhnert, M., Leontidis, G.

Sensors, vol. 24, no. 2024, 7327

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/s24227327
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24638/1/sensors-24-07327.pdf

3DTA: No-Reference 3D Point Cloud Quality Assessment with Twin Attention

2024

Zhu, L., Cheng, J., Wang, X., Su, H., Yang, H., Yuan, H., Korhonen, J.

IEEE Transactions on Multimedia, vol. 26, pp. 10489 - 10502

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TMM.2024.3407698
Additional Links: View publication in Scopus

Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions

2024

Markovic, M., Germano, S., Garijo, D., Edwards, P., Li, A., Ayall, T. A., Ramsey, R., Leontidis, G.

Contributions to Journals: Conference Articles

Online: https://ceur-ws.org/Vol-3828/paper31.pdf
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24995/1/Markovic_etal_CEUR-WS_Farm_Explorer_A_VOR.pdf

Enhanced Multi-Branch Learning for Long-Tailed Image Recognition

2024 - Accepted/In press

Yi, D.

Multimedia Systems

Contributions to Journals: Articles

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

2024

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Transactions on Machine Learning Research, pp. 1-16

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=y8qGOvUn1r
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24407/1/3016_LeOCLR_Leveraging_Origina.pdf