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Up a level2025
MacLellan, Calum Robert and Petkov, Hristo and McKeag, Conor and Dong, Feng and Lowe, David John and Maguire, Roma and Moschoyiannis, Sotiris and Armes, Jo and Skene, Simon and Finlinson, Alastair and Sainsbury, Christopher (2025) Emulating real-world GLP-1 efficacy in type 2 diabetes through causal learning and virtual patients. PLOS Digital Health, 4 (7). e0000927. ISSN 2767-3170
Petkov, Hristo and MacLellan, Calum and Dong, Feng (2025) DAGAF : a directed acyclic generative adversarial framework for joint structure learning and tabular data synthesis. Applied Intelligence, 55 (7). 602. ISSN 1573-7497
2022
Zhao, Huimin and Fang, Zhenyu and Ren, Jinchang and MacLellan, Calum and Xia, Yong and Li, Shuo and Sun, Meijun and Ren, Kevin (2022) SC2Net : a novel segmentation-based classification network for detection of Covid-19 in chest X-ray images. IEEE Journal of Biomedical and Health Informatics, 26 (8). pp. 4032-4043. ISSN 2168-2208
Fang, Zhenyu and Ren, Jinchang and MacLellan, Calum and Li, Huihui and Zhao, Huimin and Hussain, Amir and Fortino, Giancarlo (2022) A novel multi-stage residual feature fusion network for detection of COVID-19 in chest X-ray images. IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 8 (1). pp. 17-27. ISSN 2332-7804
2021
Ren, Jinchang and Sun, He and Zhao, Huimin and Gao, Hao and Maclellan, Calum and Zhao, Sophia and Luo, Xiaoyu (2021) Effective extraction of ventricles and myocardium objects from cardiac magnetic resonance images with a multi-task learning U-Net. Pattern Recognition Letters. ISSN 0167-8655