Brian D. M. Tom

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 8

Top Topics

Auto Associative

Top Venues

Frontiers Big Data

Publications

Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
Neural Fine-Gray: Monotonic neural networks for competing risks. CHIL (2023)
Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
Neural Fine-Gray: Monotonic neural networks for competing risks. CoRR (2023)
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. ML4H@NeurIPS (2022)
Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. CoRR (2022)
Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett
Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering. CHIL (2022)
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. CoRR (2022)
James Howlett, Steven M. Hill, Craig W. Ritchie, Brian D. M. Tom
Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort. Frontiers Big Data 4 (2021)
Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla DiazOrdaz, Niels Peek, Glen P. Martin
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. J. Am. Medical Informatics Assoc. 28 (1) (2021)
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
Improving the power to detect differentially expressed genes in comparative microarray experiments by including information from self-self hybridizations. Comput. Biol. Chem. 31 (3) (2007)
Walter R. Gilks, Brian D. M. Tom, Alvis Brazma
Fusing microarray experiments with multivariate regression. ECCB/JBI (2005)
Brian D. M. Tom, Walter R. Gilks, Elizabeth T. Brooke-Powell, James W. Ajioka
Quality determination and the repair of poor quality spots in array experiments. BMC Bioinform. 6 (2005)