John Aston
University of Cambridge
H-index: 36
Europe-United Kingdom
Top articles of John Aston
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Discussion of LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures | Journal of the American Statistical Association | John AD Aston Eardi Lila | 2023/1/2 |
Recent Methodological Advances in Federated Learning for Healthcare | Fan Zhang Daniel Kreuter Yichen Chen Sören Dittmer Samuel Tull | 2023/10/4 | |
Navigating the development challenges in creating complex data systems | Sören Dittmer Michael Roberts Julian Gilbey Ander Biguri Ian Selby | 2023/6/1 | |
Spectrum inference for replicated spatial locally time-harmonizable time series | Electronic Journal of Statistics | John Aston Dominique Dehay Anna E Dudek Jean-Marc Freyermuth Denes Szucs | 2023 |
Common methodological pitfalls in ICI pneumonitis risk prediction studies | Yichen K Chen Sarah Welsh Ardon M Pillay Benjamin Tannenwald Kamen Bliznashki | 2023/9/25 | |
Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data | arXiv preprint arXiv:2306.09177 | Daniel Kreuter Samuel Tull Julian Gilbey Jacobus Preller BloodCounts Consortium | 2023/6/15 |
Estimation of temperature-dependent growth profiles for the assessment of time of hatching in forensic entomology | Journal of the Royal Statistical Society Series C: Applied Statistics | Davide Pigoli Frédéric Ferraty John AD Aston Anjali Mazumder Cameron Richards | 2023/5 |
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data | Scientific Data | Anna Breger Ian Selby Michael Roberts Judith Babar Effrossyni Gkrania-Klotsas | 2023/7/27 |
Communication of Statistics and Evidence in Times of Crisis | Claudia R Schneider John R Kerr Sarah Dryhurst John AD Aston | 2023/4/4 | |
Effectiveness of international border control measures during the COVID-19 pandemic: a narrative synthesis of published systematic reviews | Karen Ann Grépin John Aston Jacob Burns | 2023/10/9 | |
Reinterpreting survival analysis in the universal approximator age | arXiv preprint arXiv:2307.13579 | Sören Dittmer Michael Roberts Jacobus Preller AIX COVNET James HF Rudd | 2023/7/25 |
Estimating maximal symmetries of regression functions via subgroup lattices | arXiv preprint arXiv:2303.13616 | Louis G Christie John AD Aston | 2023/3/23 |
The impact of imputation quality on machine learning classifiers for datasets with missing values | Communications Medicine | Tolou Shadbahr Michael Roberts Jan Stanczuk Julian Gilbey Philip Teare | 2023/10/6 |
On Krylov methods for large-scale CBCT reconstruction | Physics in Medicine & Biology | Malena Sabaté Landman Ander Biguri Sepideh Hatamikia Richard Boardman John Aston | 2023/7/19 |
Eigen-Adjusted Functional Principal Component Analysis | Journal of Computational and Graphical Statistics | Ci-Ren Jiang Eardi Lila John AD Aston Jane-Ling Wang | 2022/10/2 |
Statistical Depth for Big Functional Data with Application to Neuroimaging | arXiv preprint arXiv:2206.13897 | Alicia Nieto-Reyes John AD Aston | 2022/6/28 |
Classification of datasets with imputed missing values: does imputation quality matter? | arXiv preprint arXiv:2206.08478 | Tolou Shadbahr Michael Roberts Jan Stanczuk Julian Gilbey Philip Teare | 2022/6/16 |
Functional random effects modeling of brain shape and connectivity | The Annals of Applied Statistics | Eardi Lila John AD Aston | 2022/12 |
Navigating the challenges in creating complex data systems: a development philosophy | arXiv preprint arXiv:2210.13191 | Sören Dittmer Michael Roberts Julian Gilbey Ander Biguri AIX-COVNET Collaboration | 2022/10/21 |
Testing for geometric invariance and equivariance | arXiv preprint arXiv:2205.15280 | Louis G Christie John AD Aston | 2022/5/30 |
Co-Authors
