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Brian D. M. Tom
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2020 – today
- 2024
- [i4]Vincent Jeanselme, Chang Ho Yoon, Fabian Falck, Brian D. M. Tom, Jessica K. Barrett:
Identifying treatment response subgroups in observational time-to-event data. CoRR abs/2408.03463 (2024) - 2023
- [c4]Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett:
Neural Fine-Gray: Monotonic neural networks for competing risks. CHIL 2023: 379-392 - [i3]Vincent Jeanselme, Chang Ho Yoon, Brian D. M. Tom, Jessica K. Barrett:
Neural Fine-Gray: Monotonic neural networks for competing risks. CoRR abs/2305.06703 (2023) - 2022
- [c3]Vincent Jeanselme, Brian D. M. Tom, Jessica K. Barrett:
Neural Survival Clustering: Non-parametric mixture of neural networks for survival clustering. CHIL 2022: 92-102 - [c2]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: 12-34 - [i2]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 abs/2205.13481 (2022) - [i1]Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica K. Barrett, Brian D. M. Tom:
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness. CoRR abs/2208.06648 (2022) - 2021
- [j4]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: 676168 (2021) - [j3]Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, 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): 155-166 (2021)
2000 – 2009
- 2007
- [j2]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): 178-185 (2007) - 2005
- [j1]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: 234 (2005) - [c1]Walter R. Gilks, Brian D. M. Tom, Alvis Brazma:
Fusing microarray experiments with multivariate regression. ECCB/JBI 2005: 143
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