Fusing microarray experiments with multivariate regression. - Walter R. Gilks; Brian D. M. Tom; Alvis Brazma (ECCB/JBI, 2005)

Quality determination and the repair of poor quality spots in array experiments. - Brian D. M. Tom; Walter R. Gilks; Elizabeth T. Brooke-Powell; James W. Ajioka (BMC Bioinform., 2005)

Improving the power to detect differentially expressed genes in comparative microarray experiments by including information from self-self hybridizations. - Arief Gusnanto; Brian D. M. Tom; Philippa Burns; Iain C. Macaulay; Daphne C. Thijssen-Timmer; Marloes R. Tijssen; Cordelia Langford; Nicholas Watkins; Willem H. Ouwehand; Carlo Berzuini; Frank Dudbridge (Comput. Biol. Chem., 2007)

Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort. - James Howlett; Steven M. Hill; Craig W. Ritchie; Brian D. M. Tom (Frontiers Big Data, 2021)

Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. - Rose Sisk; Lijing Lin; Matthew Sperrin; Jessica K. Barrett; Brian D. M. Tom; Karla Diaz-Ordaz; Niels Peek; Glen P. Martin (J. Am. Medical Informatics Assoc., 2021)

Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering. - Vincent Jeanselme; Brian D. M. Tom; Jessica K. Barrett (CHIL, 2022)

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. - Vincent Jeanselme; Maria De-Arteaga; Zhe Zhang; Jessica K. Barrett; Brian D. M. Tom (ML4H@NeurIPS, 2022)

DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. - Vincent Jeanselme; Glen P. Martin; Niels Peek; Matthew Sperrin; Brian D. M. Tom; Jessica K. Barrett (CoRR, 2022)

Neural Fine-Gray: Monotonic neural networks for competing risks. - Vincent Jeanselme; Chang Ho Yoon; Brian D. M. Tom; Jessica K. Barrett (CHIL, 2023)

Identifying treatment response subgroups in observational time-to-event data. - Vincent Jeanselme; Chang Ho Yoon; Fabian Falck; Brian D. M. Tom; Jessica K. Barrett (CoRR, 2024)