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Faculty of Mathematics

 

Fan Zhang

Publications

Biomechanical Determinants of Plaque Erosion: Translational Implications and Precision Care.
J Sangha, E Tsiartas, Y Huang, S Gu, K Mohee, F Zhang, M Roberts, M Bennett
– JACC. Basic to translational science
(2026)
11,
101621
(doi: 10.1016/j.jacbts.2026.101621)
Embedding-Based Federated Learning with Runtime Governance for Iron Deficiency Prediction
F Zhang, S Deltadahl, ML Delouee, D Kreuter, J Taylor, A Visser, B Consortium, JHF Rudd, NS Gleadall, S Sivapalaratnam, F Asselbergs, MC Schut, M Roberts
(2026)
(doi: 10.48550/arxiv.2605.21563)
Embedding-Based Federated Learning with Runtime Governance for Iron Deficiency Prediction
F Zhang, S Deltadahl, ML Delouee, D Kreuter, J Taylor, A Visser, B Consortium, JHF Rudd, NS Gleadall, S Sivapalaratnam, F Asselbergs, MC Schut, M Roberts
– 2026 2nd International Conference on Federated Learning and Intelligent Computing Systems Flics 2026
(2026)
00,
524
(doi: 10.1109/flics70075.2026.11621932)
FedMAP: Personalised Federated Learning for Real Large-Scale Healthcare Systems
F Zhang, D Kreuter, C Esteve-Yagüe, S Dittmer, J Fernandez-Marques, S Ip, B Consortium, NCJ de Wit, A Wood, JH Rudd, N Lane, NS Gleadall, C-B Schönlieb, M Roberts
(2025)
(doi: 10.48550/arxiv.2405.19000)
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, BloodCounts! consortium, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
– Patterns
(2024)
5,
101006
(doi: 10.1016/j.patter.2024.101006)

Research Group

Centre for Mathematical Imaging in Healthcare

Room

F0.10

Telephone

01223 760378

Study at Cambridge

About the University

Research at Cambridge