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Faculty of Mathematics

 

 

Harding Professor of Statistics in Public Life

Research Interests: Statistics: in particular Functional / Object Data Analysis, Time Series Analysis, Official and Public Policy Statistics, Statistical Neuroimaging, Statistical Linguistics, Seasonal Adjustment and other Applied Statistics

 

Publications

Common methodological pitfalls in ICI pneumonitis risk prediction studies.
YK Chen, S Welsh, AM Pillay, B Tannenwald, K Bliznashki, E Hutchison, JAD Aston, C-B Schönlieb, JHF Rudd, J Jones, M Roberts
– Frontiers in Immunology
(2023)
14,
1228812
Reinterpreting survival analysis in the universal approximator age
S Dittmer, M Roberts, J Preller, A COVNET, JHF Rudd, JAD Aston, C-B Schönlieb
(2023)
On Krylov methods for large-scale CBCT reconstruction.
M Sabaté Landman, A Biguri, S Hatamikia, R Boardman, J Aston, C-B Schönlieb
– Physics in Medicine and Biology
(2023)
68,
155008
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)
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data
A Breger, I Selby, M Roberts, J Babar, E Gkrania-Klotsas, J Preller, L Escudero Sanchez, J Rudd, J Aston, J Weir-McCall, E Sala, C Schoenlieb
– Scientific data
(2023)
10,
493
Navigating the development challenges in creating complex data systems.
S Dittmer, M Roberts, J Gilbey, A Biguri, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb
– Nature Machine Intelligence
(2023)
5,
681
Communication of Statistics and Evidence in Times of Crisis
CR Schneider, JR Kerr, S Dryhurst, JAD Aston
(2023)
Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data.
D Kreuter, S Tull, JD Gilbey, J Preller, B Consortium, JAD Aston, JHF Rudd, S Sivapalaratnam, C-B Schönlieb, NS Gleadall, M Roberts
– CoRR
(2023)
abs/2306.09177,
Spectrum inference for replicated spatial locally time-harmonizable time series
J Aston, D Dehay, AE Dudek, J-M Freyermuth, D Szucs, L Colling
– Electronic Journal of Statistics
(2023)
17,
1371
Functional random effects modeling of brain shape and connectivity
E Lila, JAD Aston
– Annals of Applied Statistics
(2022)
16,
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Research Groups

Cantab Capital Institute for the Mathematics of Information
Centre for Mathematical Imaging in Healthcare
Statistical Laboratory

Room

D1.03

Telephone

01223 766535