David Clifton
Position:
Co-Director
COCHE Publications by Author:
A brief review of hypernetworks in deep learning. Artificial Intelligence Review, 57(9), 250. https://doi.org/10.1007/s10462-024-10862-8
Published:
1 August 2024
Vinod Kumar Chauhan*, Jiandong Zhou, Ping Lu, Soheila Molaei & David A. Clifton
A collaborative large language model for drug analysis. Nature Biomedical Engineering, 1-12.https://doi.org/10.1038/s41551-025-01471-z
Published:
1 September 2025
Hongjian Zhou, Fenglin Liu*, Jinge Wu, Wenjun Zhang, Guowei Huang, Lei Clifton, David Eyre, Haochen Luo, Fengyuan Liu, Kim Branson, Patrick Schwab, Xian Wu, Yefeng Zheng, Anshul Thakur & David A. Clifton
A distribution-based selective optimization method for eliminating periodic defects in harmonic signals. Mechanical Systems and Signal Processing, 185, 109781. https://doi.org/10.1016/j.ymssp.2022.109781
Published:
1 September 2023
Qing-Yuan Xin, Yong-Chen Pei*, Huiqi Lub, David Clifton, Bin Wang, Chuan Qu, Lu-Lu Wang, Meng-Yan Luo
A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis. npj Digital Medicine, 8(1), 86.10.1038/s41746-024-01339-7.https://doi.org/10.1038/s41746-024-01339-7
Published:
1 February 2025
Fenglin Liu, Zheng Li, Qingyu Yin, Jinfa Huang, Jiebo Luo, Anshul Thakur, Kim Branson, Patrick Schwab, Bing Yin, Xian Wu*, Yefeng Zheng* & David A. Clifton*
A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals. The Lancet Digital Health, 6(2), e93-e104.
Published:
1 February 2024
Andrew A S Soltan, Anshul Thakur, Jenny Yang, Anoop Chauhan, Leon G D’Cruz, Phillip Dickson, Marina A Soltan, David R Thickett, David W Eyre, Tingting Zhu, David A Clifton
Addressing label noise for electronic health records: insights from computer vision for tabular data. BMC Medical Informatics and Decision Making, 24(1), 183. https://doi.org/10.1186/s12911-024-02581-5
Published:
1 June 2024
Jenny Yang*, Hagen Triendl, Andrew A. S. Soltan, Mangal Prakash & David A. Clifton
Adversarial De-confounding in Individualised Treatment Effects Estimation. In International Conference on Artificial Intelligence and Statistics, pp. 837-849. PMLR, 2023
Published:
1 August 2023
Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu and David Clifton
AI-assisted In silico Trial for the Optimization of Osmotherapy after Ischaemic Stroke. IEEE Journal of Biomedical and Health Informatics.10.1109/jbhi.2025.3541004
Published:
1 February 2025
Xi Chen, Lei Lu, Tamás I. Józsa, Jiandong Zhou, David A. Clifton*, Stephen J. Payne*
Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning. Nature Machine Intelligence, 1-11. https://doi.org/10.1038/s42256-023-00697-3
Published:
1 July 2023
Jenny Yang*, Andrew A. S. Soltan, David W. Eyre & David A. Clifton
Aligning, autoencoding and prompting large language models for novel disease reporting. IEEE Transactions on Pattern Analysis and Machine Intelligence.47(5),https://doi.org/10.1109/TPAMI.2025.3534586
Published:
1 May 2025
Fenglin Liu*, Xian Wu*, Jinfa Huang, Bang Yang, Kim Branson, Patrick Schwab, Lei Clifton, Ping Zhang, Jiebo Luo, Yefeng Zheng, David A. Clifton*
An adversarial training framework for mitigating algorithmic biases in clinical machine learning. NPJ Digital Medicine, 6(1), 55. https://doi.org/10.1038/s41746-023-00805-y
Published:
1 March 2023
Jenny Yang*, Andrew A. S. Soltan, David W. Eyre, Yang Yang and David A. Clifton
An improved deep regression model with state space reconstruction for continuous blood pressure estimation. Computers and Electrical Engineering, 118, 109319. https://doi.org/10.1016/j.compeleceng.2024.109319