Brian D. M. Tom

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Competing Risks: Impact on Risk Estimation and Algorithmic Fairness.
CoRR
Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett
2025 J jnl
Prediction of Survival Outcomes under Clinical Presence Shift: A Joint Neural Network Architecture.
CoRR
Vincent Jeanselme, Glen P. Martin, Matthew Sperrin, Niels Peek, Brian D. M. Tom, Jessica K. Barrett
2024 J jnl
Identifying treatment response subgroups in observational time-to-event data.
CoRR
Vincent Jeanselme, Chang Ho Yoon, Fabian Falck, Brian D. M. Tom, Jessica K. Barrett
2023 — conf
Neural Fine-Gray: Monotonic neural networks for competing risks.
CHIL
Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
2023 J jnl
Neural Fine-Gray: Monotonic neural networks for competing risks.
CoRR
Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett
2022 J jnl
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift.
CoRR
Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
2022 — conf
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness.
ML4H@NeurIPS
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
2022 J jnl
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness.
CoRR
Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom
2022 — conf
Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering.
CHIL
Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett
2021 J jnl
Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort.
Frontiers Big Data
James Howlett, Steven M. Hill, Craig W. Ritchie, Brian D. M. Tom
2021 J jnl
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction.
J. Am. Medical Informatics Assoc.
Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin
2007 J jnl
Improving the power to detect differentially expressed genes in comparative microarray experiments by including information from self-self hybridizations.
Comput. Biol. Chem.
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
2005 — conf
Fusing microarray experiments with multivariate regression.
ECCB/JBI
Walter R. Gilks, Brian D. M. Tom, Alvis Brazma
2005 J jnl
Quality determination and the repair of poor quality spots in array experiments.
BMC Bioinform.
Brian D. M. Tom, Walter R. Gilks, Elizabeth T. Brooke-Powell, James W. Ajioka