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Statistical Laboratory

Professor John Aston

Publications

Evidence Communication Rules for Policy (ECR-P) critical appraisal tool
E Danopoulos, JAD Aston, A Shah, CR Schneider
– Syst Rev
(2025)
14,
10
(doi: 10.1186/s13643-025-02757-8)
Measuring the Unmeasurable: Estimating True Population of Hidden Online Communities
J Gibbon, T Marjanov, A Hutchings, J Aston
– 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
(2024)
00,
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
(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 of the Royal Society 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)
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Frontpage talks

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Research Group

Statistical Laboratory

Email

J.Aston@statslab.cam.ac.uk

Room

D1.03

Telephone

01223 766535

Personal homepage

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

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