Professor Ke Chen
Mathematics and Statistics
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Publications
- A dual-domain refinement network with FBP-based Jacobian learning for sparse-view dual-energy CT material decomposition
- Liu Qian, Fan Xiaohong, Chen (Ken), Chen Chong, Wang Shuaikang, Zhang Jianping
- IEEE Transactions on Computational Imaging (2026)
- https://doi.org/10.1109/TCI.2026.3725929
- Total normal curvature regularization and its minimization for surface and image smoothing
- Lu Tianle, Chen Ke, Duan Yuping
- SIAM Journal on Imaging Sciences Vol 19, pp. 879-912 (2026)
- https://doi.org/10.1137/25m1782613
- Fast augmented Lagrangian primal dual algorithm for mean curvature regularization model
- Lu Tianle, Zhang Jianping, Duan Yuping, Chen Ke
- Journal of Mathematical Imaging and Vision Vol 68 (2026)
- https://doi.org/10.1007/s10851-026-01304-x
- An effective deep learning algorithm for medical image registration
- Deng Jinqiu, Chen (Ken), Li Mingke, Frangi Alejandro F, Zhang Jianping
- PLOS Digital Health Vol 5 (2026)
- https://doi.org/10.1371/journal.pdig.0001339
- Graph-based inhomogeneity image segmentation with the optimal transport metric
- Huang Jisui, Chen Ke, Alpers Andreas, Lei Na
- 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 6700-6707 (2026)
- https://doi.org/10.1109/bibm66473.2025.11357138
- A novel few-shot learning framework for supervised diffeomorphic image registration network
- Chen Ke, Han Huan, Wei Junping, Zhang Yimin
- IEEE Transactions on Medical Imaging Vol 44, pp. 4903-4917 (2025)
- https://doi.org/10.1109/TMI.2025.3585199
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Professional Activities
- Invited talk
- Speaker
- 17/12/2026
- PhD exam Edinburgh
- Examiner
- 12/6/2026
- Modern Optimisation Techniques and Deep Learning
- Organiser
- 29/5/2026
- PhD Exam Leeds
- Examiner
- 16/5/2026
- PhD exam Dundee
- Examiner
- 1/5/2026
- 21st International Conference on Computer Vision Theory and Applications (VISAPP 2026)
- Member of programme committee
- 9/3/2026
Projects
- Synergistic integration of deep learning and mathematical modelling to characterise CAR-T cell dynamics and therapeutic outcomes in the TNBC micro-environment (International Exchange Cost Share NSFC)
- Wu, Yue (Principal Investigator) Chen, Ke (Co-investigator) Rattray, Nicholas (Co-investigator)
- 01-Jan-2026 - 31-Jan-2027
- Spatial omics using histology, mass spectrometry imaging and spatial transcriptomics to investigate metabolites across tissue regions
- Chen, Ke (Principal Investigator)
- 30-Jan-2024 - 29-Jan-2027
- Centre for Mathematical Sciences in Healthcare
- Chen, Ke (Principal Investigator)
- £6M grant awarded for 2015-2021 (£2.5M EPSRC and Rest from Partners)
- 01-Jan-2015 - 30-Jan-2021