John A. D. Aston

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 13

Top Topics

Missing Attribute Values

Principal Component Analysis

Top Venues

Nat. Mac. Intell.

J. Comput. Graph. Stat.

Publications

Fan Zhang, Daniel Kreuter, Yichen Chen, Sören Dittmer, Samuel Tull, Tolou Shadbahr, Martijn Schut, Folkert W. Asselbergs, Sujoy Kar, Suthesh Sivapalaratnam, Sophie Williams, Mickey Koh, Yvonne Henskens, Bart de Wit, Umberto D'alessandro, Bubacarr Bah, Ousman Secka, Parashkev Nachev, Rajeev Gupta, Sara Trompeter, Nancy Boeckx, Christine van Laer, Gordon A. Awandare, Kwabena Sarpong, Lucas Amenga-Etego, Mathie Leers, Mirelle Huijskens, Samuel McDermott, Willem H. Ouwehand, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts
Recent methodological advances in federated learning for healthcare. Patterns 5 (6) (2024)
Sören Dittmer, Michael Roberts, Jacobus Preller, AIX-COVNET Collaboration, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb
Reinterpreting survival analysis in the universal approximator age. CoRR (2023)
Fan Zhang, Daniel Kreuter, Yichen Chen, Sören Dittmer, Samuel Tull, Tolou Shadbahr, BloodCounts Collaboration, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts
Recent Methodological Advances in Federated Learning for Healthcare. CoRR (2023)
Daniel Kreuter, Samuel Tull, Julian D. Gilbey, Jacobus Preller, BloodCounts! Consortium, John A. D. Aston, James H. F. Rudd, Suthesh Sivapalaratnam, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts
Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data. CoRR (2023)
Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, Ian Selby, Anna Breger, Matthew Thorpe, Jonathan R. Weir-McCall, Effrossyni Gkrania-Klotsas, Anna Korhonen, Emily Jefferson, Georg Langs, Guang Yang, Helmut Prosch, Jan Stanczuk, Jing Tang, Judith Babar, Lorena Escudero Sanchez, Philip Teare, Mishal Patel, Marcel Wassin, Markus Holzer, Nicholas Walton, Pietro Lió, Tolou Shadbahr, Evis Sala, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb
Navigating the development challenges in creating complex data systems. Nat. Mac. Intell. 5 (7) (2023)
Ci-Ren Jiang, Eardi Lila, John A. D. Aston, Jane-Ling Wang
Eigen-Adjusted Functional Principal Component Analysis. J. Comput. Graph. Stat. 31 (4) (2022)
Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, AIX-COVNET Collaboration, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb
Navigating the challenges in creating complex data systems: a development philosophy. CoRR (2022)
Malena Sabate Landman, Ander Biguri, Sepideh Hatamikia, Richard P. Boardman, John A. D. Aston, Carola-Bibiane Schönlieb
On Krylov Methods for Large Scale CBCT Reconstruction. CoRR (2022)
Louis G. Christie, John A. D. Aston
Testing for Geometric Invariance and Equivariance. CoRR (2022)
Tolou Shadbahr, Michael Roberts, Jan Stanczuk, Julian D. Gilbey, Philip Teare, Sören Dittmer, Matthew Thorpe, Ramón Viñas Torné, Evis Sala, Pietro Lió, Mishal Patel, AIX-COVNET Collaboration, James H. F. Rudd, Tuomas Mirtti, Antti Rannikko, John A. D. Aston, Jing Tang, Carola-Bibiane Schönlieb
Classification of datasets with imputed missing values: does imputation quality matter? CoRR (2022)
Nathaniel Shiers, John A. D. Aston, Jim Q. Smith, John S. Coleman
Gaussian tree constraints applied to acoustic linguistic functional data. J. Multivar. Anal. 154 (2017)
Christopher F. H. Nam, John A. D. Aston, Idris A. Eckley, Rebecca Killick
The Uncertainty of Storm Season Changes: Quantifying the Uncertainty of Autocovariance Changepoints. Technometrics 57 (2) (2015)
John S. Coleman, John A. D. Aston, Davide Pigole
Reconstructing the sounds of words from the past. ICPhS (2015)
Adam J. Hall, Michael J. Chappell, John A. D. Aston, Stephen A. Ward
Reprint of "Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin". Comput. Methods Programs Biomed. 114 (3) (2014)
Adam J. Hall, Michael J. Chappell, John A. D. Aston, Stephen A. Ward
Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin. Comput. Methods Programs Biomed. 112 (1) (2013)
Dimitrios V. Vavoulis, Volko A. Straub, John A. D. Aston, Jianfeng Feng
A Self-Organizing State-Space-Model Approach for Parameter Estimation in Hodgkin-Huxley-Type Models of Single Neurons. PLoS Comput. Biol. 8 (3) (2012)
John A. D. Aston, Jyh-Ying Peng, Donald E. K. Martin
Implied distributions in multiple change point problems. Stat. Comput. 22 (4) (2012)
Yan Zhou, Adam M. Johansen, John A. D. Aston
Bayesian model comparison via path-sampling sequential Monte Carlo. SSP (2012)
John A. D. Aston, Claudia Kirch
Detecting and estimating changes in dependent functional data. J. Multivar. Anal. 109 (2012)
Jonathan Evans, Man-ni Chu, John A. D. Aston, Chao-yu Su
Linguistic and Human Effects on F₀ in a Tonal Dialect of Qiang. Phonetica 67 (1-2) (2010)
Ci-Ren Jiang, John A. D. Aston, Jane-Ling Wang
Smoothing dynamic positron emission tomography time courses using functional principal components. NeuroImage 47 (1) (2009)
Juin-Der Lee, Hong-Ren Su, Philip E. Cheng, Michelle Liou, John A. D. Aston, Arthur C. Tsai, Cheng-Yu Chen
MR Image Segmentation Using a Power Transformation Approach. IEEE Trans. Medical Imaging 28 (6) (2009)
Jyh-Ying Peng, John A. D. Aston, R. N. Gunn, Cheng-Yuan Liou, John Ashburner
Dynamic Positron Emission Tomography Data-Driven Analysis Using Sparse Bayesian Learning. IEEE Trans. Medical Imaging 27 (9) (2008)
Donald E. K. Martin, John A. D. Aston
Waiting time distribution of generalized later patterns. Comput. Stat. Data Anal. 52 (11) (2008)
Hong-Ren Su, Michelle Liou, Philip E. Cheng, John A. D. Aston, Shang-Hong Lai
Reproducibility Analysis of Event-Related fMRI Experiments Using Laguerre Polynomials. ICONIP (1) (2007)
Michelle Liou, Hong-Ren Su, Juin-Der Lee, John A. D. Aston, Arthur C. Tsai, Philip E. Cheng
A method for generating reproducible evidence in fMRI studies. NeuroImage 29 (2) (2006)
Federico E. Turkheimer, John A. D. Aston, Marie-Claude Asselin, Rainer Hinz
Multi-resolution Bayesian regression in PET dynamic studies using wavelets. NeuroImage 32 (1) (2006)
John A. D. Aston, Roger N. Gunn, Rainer Hinz, Federico E. Turkheimer
Wavelet variance components in image space for spatiotemporal neuroimaging data. NeuroImage 25 (1) (2005)
M. H. Beauchamp, Alain Dagher, John A. D. Aston, Julien Doyon
Dynamic functional changes associated with cognitive skill learning of an adapted version of the Tower of London task. NeuroImage 20 (3) (2003)
Federico E. Turkheimer, John A. D. Aston, Richard B. Banati, Cyril Riddell, Vincent J. Cunningham
A Linear Wavelet Filter for Parametric Imaging with Dynamic PET. IEEE Trans. Medical Imaging 22 (3) (2003)
C. H. Liao, Keith J. Worsley, Jean-Baptiste Poline, John A. D. Aston, G. H. Duncan, Alan C. Evans
Estimating the Delay of the fMRI Response. NeuroImage 16 (3) (2002)
Keith J. Worsley, C. H. Liao, John A. D. Aston, V. Petre, G. H. Duncan, F. Morales, Alan C. Evans
A General Statistical Analysis for fMRI Data. NeuroImage 15 (1) (2002)