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  • Currently displaying 41 - 60 of 1302 publications
Time-series Generation by Contrastive Imitation
D Jarrett, I Bica, MVD Schaar
(2023)
(link to publication)
Multi-Modal Learning for Predicting the Genotype of Glioma
Y Wei, X Chen, L Zhu, L Zhang, C-B Schonlieb, S Price, C Li
– IEEE Transactions on Medical Imaging
(2023)
42,
3167
(doi: 10.1109/tmi.2023.3244038)
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)
Optimal nonparametric testing of Missing Completely At Random, and its connections to compatibility
TB Berrett, RJ Samworth
– Annals of Statistics
(2023)
51,
2170
(doi: 10.1214/23-aos2326)
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)
Mathematics of biomedical imaging today—a perspective
MM Betcke, C-B Schönlieb
– Progress in Biomedical Engineering
(2023)
5,
043002
(doi: 10.1088/2516-1091/acd973)
Reinterpreting survival analysis in the universal approximator age
S Dittmer, M Roberts, J Preller, A 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
– Phys Med Biol
(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)
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
– Sci Data
(2023)
10,
493
(doi: 10.1038/s41597-023-02340-7)
Inference in High-Dimensional Online Changepoint Detection.
Y Chen, T Wang, RJ Samworth
– J Am Stat Assoc
(2023)
ahead-of-print,
1
(doi: 10.1080/01621459.2023.2199962)
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
(doi: 10.1038/s42256-023-00665-x)
Isotonic subgroup selection
MM Müller, HWJ Reeve, TI Cannings, RJ Samworth
(2023)
(link to publication)
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning
T Wang, E Dobriban, M Gataric, RJ Samworth
(2023)
(link to publication)
Communication of Statistics and Evidence in Times of Crisis
CR Schneider, JR Kerr, S Dryhurst, JAD Aston
(2023)
(link to publication)
Efficient functional estimation and the super-oracle phenomenon
TB Berrett, RJ Samworth
– Annals of Statistics
(2023)
51,
668
(doi: 10.1214/23-AOS2265)
Spectral decomposition of atomic structures in heterogeneous cryo-EM
C Esteve-Yagüe, W Diepeveen, O Öktem, C-B Schönlieb
– Inverse Problems
(2023)
39,
034003
(doi: 10.1088/1361-6420/acb2ba)
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
(doi: 10.1214/23-ejs2130)

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