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The Statistics Clinic

Professor John Aston

 

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

Measuring the Unmeasurable: Estimating True Population of Hidden Online Communities
J Gibbon, T Marjanov, A Hutchings, J Aston
– Proceedings - 9th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2024
(2024)
6,
56
(doi: 10.1109/EuroSPW61312.2024.00014)
Measuring the Unmeasurable: Estimating True Population of Hidden Online Communities
J Gibbon, T Marjanov, A Hutchings, J Aston
(2024)
(doi: 10.17863/CAM.108740)
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 (New York, N.Y.)
(2024)
5,
101006
(doi: 10.1016/j.patter.2024.101006)
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, B Collaboration, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
(2023)
(doi: 10.48550/arxiv.2310.02874)
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)
Effectiveness of international border control measures during the COVID-19 pandemic: a narrative synthesis of published systematic reviews
KA Grépin, J Aston, J Burns
– Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
(2023)
381,
20230134
(doi: 10.1098/rsta.2023.0134)
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
(doi: 10.3389/fimmu.2023.1228812)
Reinterpreting survival analysis in the universal approximator age
S Dittmer, M Roberts, J Preller, AIX COVNET, JHF Rudd, JAD Aston, C-B Schönlieb
(2023)
(doi: 10.48550/arxiv.2307.13579)
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
(doi: 10.1088/1361-6560/acd616)
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)
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Research Group

Statistics Clinic

Email

J.Aston@statslab.cam.ac.uk

Room

D1.03

Telephone

01223 766535

Personal homepage

https://www.dpmms.cam.ac.uk/~jada2

Study at Cambridge

About the University

Research at Cambridge