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Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
2025
Yi, D., Hua, Y., Murchie, P., Sharma, P.
IEEE journal of biomedical and health informatics , vol. 29, no. 4, pp. 2335-2344
Contributions to Journals: Articles
Digital Object Identifier
https://doi.org/10.1109/JBHI.2023.3340201
Open Access
http://aura.abdn.ac.uk/bitstream/2164/22588/1/Yi_etal_JBHI_Label-Free_Medical_Image_AAM.pdf
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View publication in Scopus
OmniNet: An Expandable Causal Inference Network for Multiple Modalities
2025 - Accepted/In press
Zhou, Y., Leontidis, G., Zhong, M.
Neural Computing and Applications
Contributions to Journals: Articles
A systematic review of natural language processing applications in Trauma & Orthopaedics
2025
Farrow, L., Raja, A., Zhong, M., Anderson, L.
Bone and Joint Open , vol. 6, no. 3, pp. 264-274
Contributions to Journals: Review articles
Digital Object Identifier
https://doi.org/10.1302/2633-1462.63.BJO-2024-0081.R1
Additional Links
View publication in Scopus
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
Enhanced Multi-Branch Learning for Long-Tailed Image Recognition
2025
Wang, J., Guo, Z., Yi, D., Hua, Y., Meng, Q.
Multimedia Systems , vol. 31, 16
Contributions to Journals: Articles
Digital Object Identifier
https://doi.org/10.1007/s00530-024-01542-2
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
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View publication in Scopus
Ncdd: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision
2024
Pokhrel, S., Bhandari, S., Ali, S., Lambrou, T., Nguyen, A., Shrestha, Y. R., Watson, A., Stoyanov, D., Gyawali, P., Bhattarai, B.
Working Papers and Discussion Papers
Open Access
https://pure.abdn.ac.uk/ws/files/302466163/2412.01590v1.pdf
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
