Brian D. M. Tom

According to our database, Brian D. M. Tom authored at least 10 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

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

2023

Neural Fine-Gray: Monotonic neural networks for competing risks.

Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett

Proceedings of the Conference on Health, Inference, and Learning, 2023

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

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness.

Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom

Proceedings of the Machine Learning for Health, 2022

Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering.

Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett

Proceedings of the Conference on Health, Inference, and Learning, 2022

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

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

2007

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

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

Fusing microarray experiments with multivariate regression.

Walter R. Gilks, Brian D. M. Tom, Alvis Brazma

Proceedings of the ECCB/JBI'05 Proceedings, Fourth European Conference on Computational Biology/Sixth Meeting of the Spanish Bioinformatics Network (Jornadas de BioInformática), Palacio de Congresos, Madrid, Spain, September 28, 2005