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Faculty of Mathematics

 

Dr Julian Gilbey

Publications

The impact of imputation quality on machine learning classifiers for datasets with missing values
T Shadbahr, M Roberts, J Stanczuk, J Gilbey, P Teare, S Dittmer, M Thorpe, RV Torné, E Sala, P Lió, M Patel, J Preller, AIX-COVNET Collaboration, JHF Rudd, T Mirtti, AS Rannikko, JAD Aston, J Tang, C-B Schönlieb
– Communications medicine
(2023)
3,
139
(doi: 10.1038/s43856-023-00356-z)
Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data
D Kreuter, S Tull, J Gilbey, J Preller, B Consortium, JAD Aston, JHF Rudd, S Sivapalaratnam, C-B Schönlieb, N Gleadall, M Roberts
(2023)
(doi: 10.48550/arxiv.2306.09177)
(link to publication)
Navigating the development challenges in creating complex data systems
S Dittmer, M Roberts, J Gilbey, A Biguri, I Selby, A Breger, M Thorpe, JR Weir-McCall, E Gkrania-Klotsas, A Korhonen, E Jefferson, G Langs, G Yang, H Prosch, J Stanczuk, J Tang, J Babar, L Escudero Sánchez, P Teare, M Patel, M Wassin, M Holzer, N Walton, P Lió, T Shadbahr et al.
– Nature Machine Intelligence
(2023)
5,
681
(doi: 10.1038/s42256-023-00665-x)
Navigating the challenges in creating complex data systems: a development philosophy
S Dittmer, M Roberts, J Gilbey, A Biguri, AIX-COVNET Collaboration, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb
(2022)
(doi: 10.48550/arxiv.2210.13191)
An end-to-end Optical Character Recognition approach for ultra-low-resolution printed text images.
JD Gilbey, C-B Schönlieb
– CoRR
(2021)
abs/2105.04515,
(link to publication)
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, AI Aviles-Rivero, C Etmann, C McCague, L Beer, JR Weir-McCall, Z Teng, E Gkrania-Klotsas, A Ruggiero, A Korhonen, E Jefferson, E Ako, G Langs, G Gozaliasl, G Yang, H Prosch, J Preller, J Stanczuk, J Tang, J Hofmanninger et al.
– Nature Machine Intelligence
(2021)
3,
199
(doi: 10.1038/s42256-021-00307-0)
Multiphoton time-domain fluorescence lifetime imaging microscopy: practical application to proteinprotein interactions using global analysis
PR Barber, SM Ameer-Beg, J Gilbey, LM Carlin, M Keppler, TC Ng, B Vojnovic
– Journal of the Royal Society Interface
(2008)
6,
s93
(doi: 10.1098/rsif.2008.0451.focus)
Global and pixel kinetic data analysis for FRET detection by multi-photon time-domain FLIM
PR Barber, SM Ameer-Beg, JD Gilbey, RJ Edens, I Ezike, B Vojnovic
– Proceedings of SPIE
(2005)
5700,
171
(doi: 10.1117/12.590510)
Permutation group algebras
JD Gilbey
– J. Alg. Combinatorics, 19 (2004), pp. 25--45
(2004)
19,
25
(doi: 10.1023/B:JACO.0000022565.73260.86)
Permutation Groups, a Related Algebra and a Conjecture of Cameron
JD Gilbey
– Journal of Algebraic Combinatorics
(2004)
19,
25
(doi: 10.1023/b:jaco.0000022565.73260.86)
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Research Group

Cambridge Image Analysis

Email

jdg18@cam.ac.uk

Room

F1.11

Study at Cambridge

About the University

Research at Cambridge